actonclimate, Twitter, 1/13/2021 6:04:22 AM, 245474


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actonclimate_2021-01-12_19-56-20.xlsx
actonclimate_2021-01-12_19-56-20.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2021
Short Description:
actonclimate via NodeXL https://bit.ly/3si2snP
@mikehudema
@pauledawson
@greenpeace
@eco1start
@arikring
@jane__eden
@joebiden
@massgovernor
@climatereality
@unesco

Top hashtags:
#actonclimate
#solar
#climatecrisis
#climatechange
#climateemergency
#climate

Description:
Description
The graph represents a network of 5,105 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, 13 January 2021 at 04:01 UTC.

The requested start date was Wednesday, 13 January 2021 at 01:01 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 6-day, 11-hour, 0-minute period from Wednesday, 06 January 2021 at 00:21 UTC to Tuesday, 12 January 2021 at 11:22 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 : 5105
Unique Edges : 1815
Edges With Duplicates : 14915
Total Edges : 16730
Number of Edge Types : 5
Retweet : 6602
MentionsInRetweet : 8121
Mentions : 1175
Replies to : 73
Tweet : 759
Self-Loops : 803
Reciprocated Vertex Pair Ratio : 0.00514683620950651
Reciprocated Edge Ratio : 0.0102409638554217
Connected Components : 161
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 4712
Maximum Edges in a Connected Component : 15956
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.380974
Graph Density : 0.000254836520836723
Modularity : 0.343479
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 5,105 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, 13 January 2021 at 04:01 UTC.

The requested start date was Wednesday, 13 January 2021 at 01:01 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 6-day, 11-hour, 0-minute period from Wednesday, 06 January 2021 at 00:21 UTC to Tuesday, 12 January 2021 at 11:22 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:
[117] https://twitter.com/MikeHudema/status/1296485412844830720/photo/1
[62] https://edition.cnn.com/2021/01/08/weather/billion-dollar-us-disasters-2020-noaa-climate/index.html
[59] https://www.chicagotribune.com/opinion/editorials/ct-editorial-biden-climate-change-trump-20210104-uejpekm5qrce3pfjs5pl74akam-story.html
[17] https://www.facebook.com/events/687042091985914/
[12] https://earther.gizmodo.com/last-year-was-the-hottest-in-human-history-despite-rec-1846017595
[12] https://docs.google.com/forms/d/e/1FAIpQLSfQ9LR9Bu-FsxIvl8PkcS6Lt-5jbQI_Ft0FP_nVNe4GR4mb8g/viewform?emci=7616ecf0-e043-eb11-a607-00155d43c992&emdi=ea000000-0000-0000-0000-000000000001&ceid&gxids=7628
[10] https://www.washingtonpost.com/climate-solutions/2020/05/14/how-our-brains-make-it-hard-solve-climate-change/
[8] https://www.elmaction.org/urge-governor-baker-to-sign-the-climate-bill/
[7] https://tweetedtimes.com/v/12126?s=shp
[6] https://time.com/5926319/global-warming-climate-goals/

Top URLs in Tweet in G1:
[89] https://twitter.com/MikeHudema/status/1296485412844830720/photo/1
[2] https://theintercept.com/2018/01/09/dakota-access-pipeline-leak-energy-transfer-partners/?utm_content=buffer56d72&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://act.greenpeace.org/page/31413/action/1?locale=en-US&_ga=2.13106932.23585707.1574896002-1081336258.1570113261
[1] https://www.independent.co.uk/news/world/americas/climate-change-breakdown-arctic-frost-thawing-canada-environment-a8959056.html?fbclid=IwAR3W8dAHvxIDiazAHu6GC9w0MHmkpv6KLXWhNLj3sJcQTWHZkblPWdUHAOE
[1] https://edition.cnn.com/2021/01/08/weather/billion-dollar-us-disasters-2020-noaa-climate/index.html
[1] https://time.com/5926319/global-warming-climate-goals/
[1] https://www.nytimes.com/2021/01/01/business/GE-wind-turbine.html
[1] https://medium.com/climate-conscious/4-steps-to-beat-climate-change-complacency-e62829f994c9
[1] https://twitter.com/mikehudema/status/1347222474354733059
[1] https://twitter.com/MikeHudema/status/1346497830509309952

Top URLs in Tweet in G2:
[11] https://twitter.com/MikeHudema/status/1296485412844830720/photo/1
[2] https://www.theguardian.com/business/2020/dec/04/denmark-to-end-new-oil-and-gas-exploration-in-north-sea?CMP=share_btn_tw
[2] https://www.washingtonpost.com/climate-environment/2020/09/21/climate-change-metronome-clock-nyc/?tid=ss_tw
[2] https://www.theguardian.com/us-news/2020/jun/10/new-mexico-fracking-navajo-indian-country?CMP=share_btn_tw
[2] https://www.theguardian.com/environment/2020/nov/09/hypocrites-and-greenwash-greta-thunberg-climate-crisis?CMP=share_btn_tw
[2] https://www.theguardian.com/world/2020/oct/04/activists-try-to-stop-autobahn-being-built-through-german-forest?CMP=share_btn_tw
[2] https://time.com/5685749/ipcc-oceans-climate-change/?xid=tcoshare
[2] 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
[2] https://e360.yale.edu/features/as-climate-changes-worsens-a-cascade-of-tipping-points-looms
[2] https://www.theguardian.com/world/2020/aug/08/india-prime-minister-narendra-modi-plans-to-fell-ancient-forest-to-create-40-new-coal-fields?CMP=share_btn_tw

Top URLs in Tweet in G3:
[17] https://www.facebook.com/events/687042091985914/
[12] https://earther.gizmodo.com/last-year-was-the-hottest-in-human-history-despite-rec-1846017595
[10] https://www.washingtonpost.com/climate-solutions/2020/05/14/how-our-brains-make-it-hard-solve-climate-change/
[6] https://www.eenews.net/climatewire/2021/01/06/stories/1063721853
[6] https://twitter.com/MikeHudema/status/1296485412844830720/photo/1
[5] https://www.cnn.com/2021/01/08/weather/2020-global-temperatures-tied-for-warmest-on-record-copernicus/index.html
[5] https://twitter.com/RobRobbEdwards/status/1337816085576355841
[4] https://www.politico.com/news/2021/01/07/gina-raimondo-commerce-secretary-biden-455930
[4] https://www.scientificamerican.com/article/biden-climate-team-says-it-underestimated-trumps-damage/
[4] http://www.sonomacountycan.org/

Top URLs in Tweet in G4:
[2] https://twitter.com/MikeHudema/status/1296485412844830720/photo/1
[2] https://350colorado.org/reject-suncor-permit/?_ga=2.214531217.785856412.1609879472-1959600945.1607535119
[1] https://twitter.com/CISGroupUK/status/1023092156968443905
[1] https://thedriven.io/2018/11/22/mysterious-solar-car-spotted-by-solar-scientists-in-melbourne/
[1] https://cleantechnica.com/2020/09/12/renewable-energy-22-2-of-us-electricity-in-1st-half-of-2020-charts/
[1] https://twitter.com/juddlegum/status/1348326563423641601
[1] https://www.denverpost.com/2021/01/09/black-hills-energy-colorado-cut-carbon-emissions/
[1] https://edition.cnn.com/2021/01/08/weather/billion-dollar-us-disasters-2020-noaa-climate/index.html
[1] https://www.cpr.org/2020/12/07/if-ranching-wants-to-survive-drought-and-other-climate-hassles-its-time-to-show-soil-some-love
[1] https://twitter.com/PaulEDawson/status/1346093776633278464

Top URLs in Tweet in G5:
[56] https://edition.cnn.com/2021/01/08/weather/billion-dollar-us-disasters-2020-noaa-climate/index.html
[3] https://twitter.com/MikeHudema/status/1296485412844830720/photo/1
[2] https://time.com/5926319/global-warming-climate-goals/
[1] https://twitter.com/SS_digimag/status/1348051416506486785
[1] https://www.amazon.co.uk/Intelligent-Ethics-Luke-Andreski-ebook/dp/B07NZ7CMRT
[1] https://twitter.com/lizwathuti/status/1346844041154064389

Top URLs in Tweet in G6:
[55] https://www.chicagotribune.com/opinion/editorials/ct-editorial-biden-climate-change-trump-20210104-uejpekm5qrce3pfjs5pl74akam-story.html
[4] https://twitter.com/MikeHudema/status/1296485412844830720/photo/1
[3] https://edition.cnn.com/2021/01/08/weather/billion-dollar-us-disasters-2020-noaa-climate/index.html
[1] https://bit.ly/3haI9n7
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fglobalecoguy.org%2Fnow-what-da9f6a0a5a0
[1] https://twitter.com/ClimateReality/status/1347313565674459136
[1] https://twitter.com/ClimateReality/status/1347478904324427776
[1] https://insideclimatenews.org/news/03012021/five-aspects-climate-change-2020/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fglobalecoguy.org%2Fthe-three-most-important-graphs-in-climate-change-e64d3f4ed76
[1] https://time.com/5926319/global-warming-climate-goals/

Top URLs in Tweet in G7:
[3] https://twitter.com/endelstamberg/status/1347042932608663552
[1] http://en.unesco.org/themes/addressing-climate-change
[1] https://whc.unesco.org/en/climatechange/
[1] https://www.theguardian.com/environment/2020/jun/23/uk-public-supports-green-recovery-from-coronavirus-crisis
[1] https://renews.biz/64938/scotland-and-basque-region-partner-on-wave-funding/#.X9h2I_N6zqY.twitter
[1] https://www.businessgreen.com/4017851
[1] https://www.theguardian.com/business/2021/jan/02/dogger-banks-giant-turbines-herald-a-wind-of-change-in-uk-industry?CMP=share_btn_tw
[1] https://cleantechnica.com/2020/12/30/91-ev-drivers-uk-never-go-back-ice-vehicle/
[1] https://www.businessgreen.com/4019280
[1] https://renews.biz/65483/2020-greenest-year-for-uk-electricity/#.X_OIvJ9fd38.twitter

Top URLs in Tweet in G8:
[8] https://www.elmaction.org/urge-governor-baker-to-sign-the-climate-bill/
[3] https://www.mass.gov/forms/email-the-governors-office
[2] https://twitter.com/ABKraz/status/1347531455816212482
[1] https://www.clf.org/newsroom/mass-legislature-passes-far-reaching-climate-bill/
[1] https://act.clf.org/page/25524/action/1?ea.tracking.id=TWorganic
[1] https://www.masslive.com/politics/2021/01/massachusetts-lawmakers-send-climate-bill-that-would-reduce-states-carbon-footprint-to-gov-charlie-bakers-desk.html
[1] https://twitter.com/pauledawson/status/1347513129140441092
[1] https://twitter.com/BarrettSenate/status/1346240211077001223
[1] https://twitter.com/MiriamWasser/status/1348300081477394432
[1] https://twitter.com/SenMarkey/status/1348666604314308608

Top URLs in Tweet in G9:
[3] https://secure.boast.io/site/kudos/ITS%20TIME%20TO%20ACT
[2] https://act.nrdc.org/letter/5426-arctic-refuge-201119?source=TWOARCPETTK
[2] https://swingleft.org/
[2] http://cleoinstitute.org/action_alerts/
[2] https://www.carbonkapture.org/ocean-carer-bond
[2] https://twitter.com/cflav/status/1347164986037166080
[2] http://www.Clime-IT.com
[2] http://www.climatecodered.org/2016/07/emergency-action-is-only-sane-response.html
[2] http://www.csmonitor.com/Commentary/upfront-blog/2015/0809/Small-steps-on-a-planetary-concern?utm_content=buffer6e9f3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/wef/status/1346484634968875010

Top URLs in Tweet in G10:
[1] https://twitter.com/Julieoz836/status/1348030256775512064
[1] https://twitter.com/julieoz836/status/1348195075533144065
[1] https://www.newyorker.com/news/annals-of-a-warming-planet/our-best-chance-to-slow-global-warming-comes-in-the-next-nine-years

Top Domains
Top Domains in Tweet in Entire Graph:
[452] twitter.com
[70] cnn.com
[67] theguardian.com
[59] chicagotribune.com
[22] facebook.com
[18] gizmodo.com
[17] washingtonpost.com
[15] google.com
[15] eurekalert.org
[13] grist.org

Top Domains in Tweet in G1:
[91] twitter.com
[2] theintercept.com
[1] greenpeace.org
[1] co.uk
[1] cnn.com
[1] time.com
[1] nytimes.com
[1] medium.com

Top Domains in Tweet in G2:
[21] theguardian.com
[18] twitter.com
[6] co.uk
[4] yale.edu
[3] time.com
[3] lnkd.in
[2] nationalgeographic.com
[2] washingtonpost.com
[2] vox.com
[2] insideclimatenews.org

Top Domains in Tweet in G3:
[222] twitter.com
[20] facebook.com
[16] gizmodo.com
[13] washingtonpost.com
[11] grist.org
[8] wildearthguardians.org
[7] scientificamerican.com
[7] cnn.com
[6] insideclimatenews.org
[6] theguardian.com

Top Domains in Tweet in G4:
[5] twitter.com
[2] 350colorado.org
[1] thedriven.io
[1] cleantechnica.com
[1] denverpost.com
[1] cnn.com
[1] cpr.org
[1] greenpeace.org

Top Domains in Tweet in G5:
[56] cnn.com
[5] twitter.com
[2] time.com
[1] co.uk

Top Domains in Tweet in G6:
[55] chicagotribune.com
[7] twitter.com
[3] cnn.com
[2] medium.com
[1] bit.ly
[1] insideclimatenews.org
[1] time.com
[1] theguardian.com
[1] climaterealityproject.org

Top Domains in Tweet in G7:
[3] twitter.com
[2] unesco.org
[2] theguardian.com
[2] renews.biz
[2] businessgreen.com
[1] cleantechnica.com

Top Domains in Tweet in G8:
[8] twitter.com
[8] elmaction.org
[3] mass.gov
[2] clf.org
[1] masslive.com
[1] bloomberg.com
[1] cnn.com
[1] politico.com
[1] wildearthguardians.org

Top Domains in Tweet in G9:
[37] twitter.com
[3] boast.io
[2] nrdc.org
[2] swingleft.org
[2] bbc.com
[2] yaleclimateconnections.org
[2] cleoinstitute.org
[2] carbonkapture.org
[2] theguardian.com
[2] clime-it.com

Top Domains in Tweet in G10:
[2] twitter.com
[1] newyorker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2333] actonclimate
[728] solar
[635] climatecrisis
[495] climatechange
[458] climateemergency
[379] climate
[298] climateaction
[250] facetheclimateemergency
[227] covid19
[209] climatechangeisreal



Top Hashtags in Tweet in G1:
[695] actonclimate
[609] solar
[278] climate
[245] climateemergency
[188] covid19
[168] climatecrisis
[139] energy
[98] deforestation
[85] bikes
[84] france

Top Hashtags in Tweet in G2:
[203] actonclimate
[71] keepitintheground
[60] solar
[28] climatechange
[28] climatecrisis
[24] climate
[21] covid19
[17] climateemergency
[7] france
[7] bikes

Top Hashtags in Tweet in G3:
[673] actonclimate
[354] climatecrisis
[288] climatechange
[229] facetheclimateemergency
[198] climateaction
[193] climatechangeisreal
[154] actonclimatechange
[136] environment
[134] facetheclimatecrisis
[134] endclimatesilence

Top Hashtags in Tweet in G4:
[41] actonclimate
[18] solar
[14] climatechange
[12] energy
[12] coal
[12] renewables
[10] co2
[10] sustainability
[9] renewableenergy
[9] wind

Top Hashtags in Tweet in G5:
[84] actonclimate
[61] climateemergency
[5] climate
[5] solar
[4] climatecrisis
[3] rt
[3] energy
[3] deforestation
[3] saviours
[3] covid19

Top Hashtags in Tweet in G6:
[94] actonclimate
[37] climatecrisis
[10] climateemergency
[9] solar
[7] climatechange
[7] climateaction
[7] climate
[5] covid19
[4] france
[4] bikes

Top Hashtags in Tweet in G7:
[52] climatechange
[46] climateaction
[31] actonclimate
[12] killerpalm
[9] actonsahel
[9] actonfaso
[5] worldheritage
[2] solar
[2] climatecrisis
[2] renewables

Top Hashtags in Tweet in G8:
[42] actonclimate
[21] climatebill
[20] mapoli
[19] ej4ma
[19] climateroadmap
[12] climatebillwithteeth
[9] environmentaljustice
[8] nextgenroadmap
[7] netzero
[6] climatecrisis

Top Hashtags in Tweet in G9:
[101] actonclimate
[10] climatechange
[7] climatecrisis
[6] climate
[5] wearestillin
[5] togetherforourplanet
[5] parisagreement
[5] cop26ambition
[4] climateaction
[4] energy

Top Hashtags in Tweet in G10:
[1] actonclimate

Top Words
Top Words in Tweet in Entire Graph:
[3733] mikehudema
[2335] #actonclimate
[1585] pauledawson
[911] world
[784] 100
[728] #solar
[706] need
[699] wind
[693] emissions
[690] climate

Top Words in Tweet in G1:
[3056] mikehudema
[695] #actonclimate
[640] 100
[625] wind
[609] #solar
[532] world
[485] creating
[466] trees
[446] fight
[417] need

Top Words in Tweet in G2:
[1402] pauledawson
[329] mikehudema
[264] more
[239] scientists
[228] years
[222] global
[215] listen
[214] climate
[203] #actonclimate
[192] crossed

Top Words in Tweet in G3:
[675] #actonclimate
[351] #climatecrisis
[289] #climatechange
[229] #facetheclimateemergency
[198] #climateaction
[193] #climatechangeisreal
[183] climate
[154] #actonclimatechange
[138] mikehudema
[136] #environment

Top Words in Tweet in G4:
[111] arikring
[92] kashthefuturist
[67] profraywills
[66] paula_piccard
[58] jackthelad1947
[57] fss_tech
[52] mwt2008
[50] pauledawson
[48] mslonesomeblues
[47] amazingchevvolt

Top Words in Tweet in G5:
[193] greenpeace
[152] world
[147] emissions
[145] global
[139] soon
[139] warming
[139] enough
[137] zero
[136] gets
[136] net

Top Words in Tweet in G6:
[94] #actonclimate
[70] mikehudema
[68] good
[59] elect
[57] climatereality
[55] president
[55] joe
[55] biden
[55] unique
[55] opportunity

Top Words in Tweet in G7:
[59] solutions
[58] unesco
[52] #climatechange
[48] power
[46] #climateaction
[45] calls
[45] combining
[45] education
[45] culture
[45] sciences

Top Words in Tweet in G8:
[57] massgovernor
[49] sign
[42] #actonclimate
[30] need
[28] climate
[21] #climatebill
[20] #mapoli
[19] #ej4ma
[19] clf
[19] eeasecretary

Top Words in Tweet in G9:
[101] #actonclimate
[15] climate
[13] people
[10] #climatechange
[9] time
[9] change
[7] year
[7] #climatecrisis
[7] more
[6] planet

Top Words in Tweet in G10:
[13] julieoz836
[10] kleinrevd
[10] fatherbob
[10] frbower
[10] aarondodd
[10] wgarnews
[10] bron1954
[10] pen2paper43
[10] acebearstrom
[10] stava61

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[469] co2,emissions
[352] #solar,panels
[341] turkey,pilot
[341] pilot,project
[341] project,using
[341] using,wind
[341] wind,passing
[341] passing,busses
[341] busses,rotate
[341] rotate,wind

Top Word Pairs in Tweet in G1:
[318] #solar,panels
[307] turkey,pilot
[307] pilot,project
[307] project,using
[307] using,wind
[307] wind,passing
[307] passing,busses
[307] busses,rotate
[307] rotate,wind
[307] wind,vanes

Top Word Pairs in Tweet in G2:
[195] listen,scientists
[151] breached,global
[151] global,annual
[151] annual,threshold
[151] threshold,400ppm
[151] 400ppm,2015
[151] 2015,four
[151] four,years
[151] years,later
[151] later,crossed

Top Word Pairs in Tweet in G3:
[187] #climatechange,#climatechangeisreal
[164] #climatechangeisreal,#actonclimate
[154] #actonclimate,#actonclimatechange
[132] #facetheclimatecrisis,#facetheclimateemergency
[124] #facetheclimateemergency,#endclimatesilence
[117] #actonclimatechange,#climatecrisis
[113] #climatecrisis,#facetheclimatecrisis
[94] #fightfor1point5,#actonclimate
[94] #actonclimate,#facetheclimateemergency
[94] #facetheclimateemergency,#buildbackbetter

Top Word Pairs in Tweet in G4:
[64] kashthefuturist,paula_piccard
[57] fss_tech,profraywills
[57] profraywills,kashthefuturist
[48] mwt2008,mslonesomeblues
[48] mslonesomeblues,fss_tech
[37] amazingchevvolt,oldgraham1
[37] oldgraham1,mwt2008
[33] arikring,amazingchevvolt
[31] paula_piccard,jackthelad194
[24] ristori20,mzjacobson

Top Word Pairs in Tweet in G5:
[137] global,warming
[136] world,gets
[136] gets,net
[136] net,zero
[136] zero,carbon
[136] carbon,emissions
[136] emissions,soon
[136] soon,degrees
[136] degrees,global
[136] warming,delayed

Top Word Pairs in Tweet in G6:
[55] president,elect
[55] elect,joe
[55] joe,biden
[55] biden,unique
[55] unique,opportunity
[55] opportunity,#actonclimate
[51] climatereality,president
[35] planting,trees
[31] trees,cities
[31] cities,good

Top Word Pairs in Tweet in G7:
[48] unesco,#climatechange
[45] #climatechange,calls
[45] calls,solutions
[45] solutions,combining
[45] combining,power
[45] power,education
[45] education,culture
[45] culture,sciences
[45] sciences,take
[45] take,#climateaction

Top Word Pairs in Tweet in G8:
[18] massgovernor,climatekatie
[18] climatekatie,eeasecretary
[18] eeasecretary,need
[18] need,leadership
[18] leadership,#actonclimate
[18] #actonclimate,sign
[18] sign,#climateroadmap
[17] needs,massgovernor
[17] massgovernor,baker's
[17] baker's,signature

Top Word Pairs in Tweet in G9:
[5] climate,change
[5] link,below
[5] #actonclimate,#togetherforourplanet
[5] #togetherforourplanet,#parisagreement
[4] time,#actonclimate
[3] planet,#actonclimate
[3] change,#actonclimate
[3] #climatechange,#actonclimate
[3] below,#wearestillin
[3] #wearestillin,#actonclimate

Top Word Pairs in Tweet in G10:
[10] kleinrevd,fatherbob
[10] fatherbob,frbower
[10] frbower,aarondodd
[10] aarondodd,wgarnews
[10] wgarnews,bron1954
[10] bron1954,pen2paper43
[10] pen2paper43,acebearstrom
[10] acebearstrom,stava61
[6] bodies,plus
[6] plus,individual

Top Replied-To
Top Replied-To in Entire Graph:
@massgovernor
@endelstamberg
@jackthelad1947
@amazingchevvolt
@johnlundin
@gopchairwoman
@lexus
@ccltriangle
@drkimloo
@ujsnova

Top Replied-To in G3:
@johnlundin
@rsl1957
@chevron
@readfearn
@lcpschools
@bradedwardsabc5
@indefinitewild
@representus
@speakerpelosi

Top Replied-To in G4:
@amazingchevvolt
@jackthelad1947
@totalrecoverys1
@hazloe3
@fss_tech
@amandaray02
@mwt2008
@ivokainkrieg
@raduede
@beach_mail

Top Replied-To in G5:
@greenpeace

Top Replied-To in G6:
@climatereality
@ericholthaus

Top Replied-To in G7:
@endelstamberg
@ujsnova

Top Replied-To in G8:
@massgovernor
@350mass

Top Replied-To in G10:
@bryankav123
@kleinrevd
@julieoz836
@threadbanger

Top Mentioned
Top Mentioned in Entire Graph:
@mikehudema
@pauledawson
@greenpeace
@arikring
@kashthefuturist
@profraywills
@paula_piccard
@sophanas
@climatereality
@unesco

Top Mentioned in G1:
@mikehudema
@gretathunberg
@cleanenergycan
@scottduncanwx
@justintrudeau

Top Mentioned in G2:
@pauledawson
@mikehudema
@durwoodzaelke
@alex_verbeek
@igsd_dc
@kantoglu
@michaelemann
@adamjohnstonwpg
@rosshammondsf

Top Mentioned in G3:
@mikehudema
@sophanas
@pauledawson
@ethoslifestyle
@wriclimate
@defendourfuture
@stevesilent
@climatecrisis
@joebiden
@usrepkcastor

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

Top Mentioned in G5:
@greenpeace
@mikehudema
@pauledawson
@pnyamrinda
@ethoslifestyle

Top Mentioned in G6:
@mikehudema
@climatereality
@derrickemugisha
@pauledawson
@greenpeace
@climatecee
@wriclimate
@globalecoguy
@katamoci
@defendourfuture

Top Mentioned in G7:
@unesco
@un
@cop21
@mikehudema
@actonsahel
@1_billiontrees
@kaohua3
@dianne_bromley
@auggwi
@unccd

Top Mentioned in G8:
@massgovernor
@clf
@eeasecretary
@climatekatie
@enviroleaguema
@dobetterlaura
@lindsaycrouch12
@ourrevolutionma
@350mass
@andreadoremus

Top Mentioned in G9:
@jackieeco
@gecko39
@colofarmfood

Top Mentioned in G10:
@julieoz836
@fatherbob
@frbower
@aarondodd
@wgarnews
@bron1954
@pen2paper43
@acebearstrom
@stava61
@kleinrevd

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@soldier_777
@oldlady12345
@belizean_bz
@jurylady5
@kattavernd
@evankirstel
@manmet80
@sddphoto
@castellanosce

Top Tweeters in G1:
@occuworld
@manmet80
@drdaveanddee
@chrisbrey1
@3wombats
@willseattle
@evepaludan
@scheerenberger
@bob_stinson1234
@markplackett1

Top Tweeters in G2:
@chuddles11
@wildwalkerwoman
@glasgow_watch
@canisgallicus
@stefan_laurell
@catalina_valpo
@allan_crawshaw
@mikereesem
@percievedlogic
@avonan

Top Tweeters in G3:
@oldlady12345
@honeymoongondol
@dgendvil
@thehill
@cindy_52s
@jjj5819
@johnlundin
@nomoreslaves
@adamisalamb
@jj_angelus

Top Tweeters in G4:
@jurylady5
@evankirstel
@sddphoto
@castellanosce
@lehimesa
@dancas2
@morgfair
@billnigh
@normanbuffong
@cberrl

Top Tweeters in G5:
@sampson_elaine
@breakingkind
@samyagdrsti
@paulosisinno
@calililiindies
@7tariqm
@atirandomness
@laplapv3
@schachin
@choikepurun

Top Tweeters in G6:
@sydnets
@milieunet
@lildelain
@saleemulhuq
@elleallever
@kim_harding
@isibams
@eurocentrique
@valerimelnyczuk
@sebwrites

Top Tweeters in G7:
@soldier_777
@belizean_bz
@kattavernd
@richfm39517086
@thofafor
@tzdiscovery
@paintingpaws29
@margymayell
@gabdavilla
@ana_captures

Top Tweeters in G8:
@debbie_dease
@frackhazreveal
@thepowerofmeow
@carolyncbarthel
@andreadoremus
@earthworks
@fabredhead
@mothersoutfront
@bahmutov
@clf

Top Tweeters in G9:
@gecko39
@greentoneenviro
@clime_it
@infomgmtexec
@iamsharpe
@vaughan_k
@drussefrau
@uplantatree
@devinmurphydtm
@_jonday

Top Tweeters in G10:
@davidbewart
@wgarnews
@financialreview
@fatherbob
@bron1954
@karmageddon67
@lutajobe
@newyorker
@simonahac
@julieoz836