frack OR fracking, Twitter, 4/25/2020 10:30:46 PM, 225571
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frack OR fracking Twitter NodeXL SNA Map and Report for Friday, 24 April 2020 at 20:02 UTC
frack OR fracking Twitter NodeXL SNA Map and Report for Friday, 24 April 2020 at 20:02 UTC
From:
marc_smith
Uploaded on:
April 25, 2020
Short Description:
frack OR fracking via NodeXL https://bit.ly/3cQHpjV
@joebiden
@realdonaldtrump
@jondelano
@ivanduque
@shonfaye
@trumpwarroom
@dtrixief
@marciasgreen
@joshfoxfilm
@rem2000

Top hashtags:
#fracking
#diadelatierra
#earthday
#despuésdecuarentena
#covid19
#pilas
#joebiden

Description:
Description
The graph represents a network of 19,258 Twitter users whose recent tweets contained "frack OR fracking", 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 Friday, 24 April 2020 at 20:35 UTC.

The tweets in the network were tweeted over the 3-day, 5-hour, 24-minute period from Tuesday, 21 April 2020 at 14:37 UTC to Friday, 24 April 2020 at 20:01 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 : 19398
Unique Edges : 28122
Edges With Duplicates : 90462
Total Edges : 118584
Number of Edge Types : 5
Mentions : 84881
Replies to : 9272
Tweet : 5494
Retweet : 12528
MentionsInRetweet : 6409
Self-Loops : 5589
Reciprocated Vertex Pair Ratio : 0.0773599686643165
Reciprocated Edge Ratio : 0.143610252681331
Connected Components : 2750
Single-Vertex Connected Components : 1193
Maximum Vertices in a Connected Component : 13017
Maximum Edges in a Connected Component : 61033
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 6.98664
Graph Density : 8.77205557646558E-05
Modularity : 0.262501
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 19,258 Twitter users whose recent tweets contained "frack OR fracking", 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 Friday, 24 April 2020 at 20:35 UTC.

The tweets in the network were tweeted over the 3-day, 5-hour, 24-minute period from Tuesday, 21 April 2020 at 14:37 UTC to Friday, 24 April 2020 at 20:01 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 : TwitterSearch
Graph Term : frack OR fracking
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[116] https://www.newscientist.com/article/2241347-fracking-wells-in-the-us-are-leaking-loads-of-planet-warming-methane/
[69] https://actionnetwork.org/petitions/tell-gov-newsom-stop-permitting-another-public-health-crisis/?source=tw20200420
[56] https://www.atr.org/biden-lies-pennsylvania-about-his-fracking-ban
[48] https://konzapata.com/noticia/73406/kondinero/el-nuevo-reto-de-trump-es-como-evitar-que-caigan-las-empresas-del-fracking-petrolero.html
[45] https://konzapata.com/noticia/73401/poderometro/el-mundo-del-petroleo-entra-en-otra-frase-ante-el-riesgo-de-que-estalle-la-burbuja-del-fracking.html
[44] https://www.reuters.com/article/us-global-oil-storage-fracking-idUSKBN2230I3?taid=5e9f0ba55a107f0001b4cc1d&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[42] https://pjmedia.com/election/biden-flip-flops-on-fracking-now-says-he-wont-put-1-7-million-workers-out-of-a-job/
[36] https://www.reuters.com/article/us-global-oil-storage-fracking/a-hunt-for-any-storage-space-turns-urgent-as-oil-glut-grows-idUSKBN2230I3
[34] https://twitter.com/realDonaldTrump/status/1252591306028785667?s=20
[32] https://www.newscientist.com/article/2241347-fracking-wells-in-the-us-are-leaking-loads-of-planet-warming-methane/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1587677890

Top URLs in Tweet in G1:
[2] https://pittsburgh.cbslocal.com/2020/04/20/joe-biden-talks-fracking-coronavirus-and-president-donald-trump/
[2] https://www.atr.org/biden-lies-pennsylvania-about-his-fracking-ban
[2] https://www.commentarymagazine.com/noah-rothman/the-brief-violent-oil-war-of-2020-russia-putin-fracking/
[1] https://www.tmj4.com/news/coronavirus/joe-biden-dr-anthony-fauci-should-be-only-person-public-hears-from-during-covid-19-crisis
[1] https://www.clickondetroit.com/decision-2020/2020/04/21/joe-biden-praises-michigans-handling-of-covid-19-in-local-4-interview/
[1] https://pittsburgh.cbslocal.com/video/4521930-one-on-one-interview-with-joe-biden/#.XqBmvC21kPM.twitter
[1] https://secure.joebiden.com/onlineactions/IL8Nv3BTd0q9b3DYAcJ1NQ2
[1] https://www.cbsnews.com/news/aoc-deletes-tweet-celebrating-crash-in-oil-prices-you-absolutely-love-to-see-it/?ftag=CNM-00-10aab7e&linkId=87024836
[1] https://twitter.com/nbcnews/status/1253347153076015105
[1] https://www.newsweek.com/fox-news-poll-shows-biden-leading-trump-8-points-michigan-pennsylvania-1499642

Top URLs in Tweet in G2:
[38] https://www.newscientist.com/article/2241347-fracking-wells-in-the-us-are-leaking-loads-of-planet-warming-methane/
[13] https://www.reuters.com/article/us-global-oil-storage-fracking/a-hunt-for-any-storage-space-turns-urgent-as-oil-glut-grows-idUSKBN2230I3
[10] https://twitter.com/dayfrancamacho/status/1253429596508176384
[8] https://www.lavanguardia.com/economia/20200422/48675143364/la-quiebra-de-las-petroleras-golpeara-a-los-mayores-bancos-de-eeuu.html
[8] https://tweetedtimes.com/media/newscientist/all?s=tnp
[7] https://alnavio.com/noticia/20828/actualidad/el-mundo-del-petroleo-entra-en-otra-frase-ante-el-riesgo-de-que-estalle-la-burbuja-del-fracking.html
[7] https://twitter.com/joebiden/status/1253111342392913920
[7] https://www.expressen.se/nyheter/sjostedt-det-pagar-en-frack-kampanj-fran-svenskt-naringsliv/
[6] https://www.theguardian.com/tv-and-radio/2020/mar/21/rupaul-fracking-wyoming-ranch-land-oil
[6] https://oilprice.com/Energy/Crude-Oil/US-Shale-Braces-For-Largest-Ever-Drop-In-Fracking-Activity.html

Top URLs in Tweet in G3:
[50] https://www.newscientist.com/article/2241347-fracking-wells-in-the-us-are-leaking-loads-of-planet-warming-methane/
[31] https://www.newscientist.com/article/2241347-fracking-wells-in-the-us-are-leaking-loads-of-planet-warming-methane/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1587677890
[16] https://www.newscientist.com/article/2241347-fracking-wells-in-the-us-are-leaking-loads-of-planet-warming-methane/?utm_term=Autofeed&utm_campaign=echobox&utm_medium=social&utm_source=Twitter#Echobox=1587589249
[10] https://www.inquirer.com/opinion/pennsylvania-fracking-plastics-oil-price-crash-20200423.html
[9] https://twitter.com/MMFlint/status/1252583111621144576
[8] https://www.inquirer.com/opinion/pennsylvania-fracking-plastics-oil-price-crash-20200423.html?outputType=amp&__twitter_impression=true
[6] https://drillordrop.com/2020/04/23/fracking-moratorium-could-be-reversed-by-politics-than-science-egdon/
[6] https://orgrad.wordpress.com/articles/reclaiming-the-revolutionary-wisdom-of-the-past/
[6] https://www.rollingstone.com/politics/politics-features/oil-gas-fracking-radioactive-investigation-937389/
[5] https://www.ehn.org/fracking-methane-leaks-2645817287.html

Top URLs in Tweet in G4:
[48] https://www.atr.org/biden-lies-pennsylvania-about-his-fracking-ban
[5] https://twitter.com/trumpwarroom/status/1239620747871629313
[2] https://www.nbcnews.com/politics/2020-election/coronavirus-upends-2020-trump-may-have-hard-time-keeping-pennsylvania-n1186541
[2] https://www.youtube.com/watch?v=digRNl-tmKI&feature=youtu.be

[1] https://twitter.com/ltlgcoach/status/1252707946808725505
[1] https://twitter.com/lesleyclark/status/1253314576520790016
[1] https://twitter.com/AndrewHClark/status/1253119524729126912
[1] https://www.cnbc.com/2020/04/23/georgia-michigan-and-pennsylvania-see-steep-jobless-claims-amid-virus.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G5:
[11] https://twitter.com/JuanManSantos/status/1252953165600829442
[8] https://www.facebook.com/AlianzaColombiaLibreDeFracking/
[7] https://www.facebook.com/783012648519793/videos/520121608665166
[6] https://gnhre.org/2020/01/06/the-legal-status-of-fracking-worldwide-an-environmental-law-and-human-rights-perspective/
[5] https://www.lavanguardia.com/economia/20200422/48675143364/la-quiebra-de-las-petroleras-golpeara-a-los-mayores-bancos-de-eeuu.html
[5] https://www.facebook.com/MovimientoAmbientalCol/
[4] https://pewen.gitlab.io/es/blog/sismos-en-vaca-muerta-anelo-sauzal-bonito-y-la-region/
[3] https://www.facebook.com/AlianzaColombiaLibreDeFracking/videos/520121608665166/
[3] https://www.las2orillas.co/la-contaminacion-radiactiva-del-fracking/
[3] https://co.boell.org/es/2019/04/05/la-prohibicion-del-fracking-en-colombia-como-un-asunto-de-politica-publica

Top URLs in Tweet in G6:
[3] https://www.elheraldo.co/colombia/sin-fracking-el-pais-tendria-un-dolar-5000-pesos-ministra-de-minas-664461
[2] https://dragonnegro2395.wixsite.com/lacolumnarota/post/sobreviviente-del-agro
[1] https://twitter.com/lafm/status/1253328593045745666
[1] https://twitter.com/VickyDavilaH/status/1253380185799512064
[1] https://twitter.com/GustavoBolivar/status/1252305577847304192
[1] https://twitter.com/CarL4os_Hdz/status/1253480703947419649
[1] https://twitter.com/GustavoBolivar/status/1253313150017064961
[1] https://www.lavoz.com.ar/politica/petroleo-toca-nivel-mas-bajo-de-su-historia-3-dolares?utm_source=twitter&utm_medium=article&utm_campaign=social-network
[1] https://www.bluradio.com/salud/petro-no-tiene-cancer-se-confirmo-diagnostico-de-medicina-colombiana-248902-ie6860225
[1] https://www.larepublica.co/economia/nos-tenemos-que-preparar-para-un-periodo-de-precios-relativamente-bajos-2996011?utm_medium=Social&utm_source=Twitter#Echobox=1587567415

Top URLs in Tweet in G7:
[5] https://twitter.com/sissythatpatch/status/1252879651225006080
[3] https://twitter.com/labeautyologist/status/1252858583315709955
[1] http://zonecasts.com/series/irn/

Top URLs in Tweet in G8:
[19] https://twitter.com/GMonroyEnergy/status/1253254111430168576
[9] https://www.pscp.tv/GobiernoMX/1lDxLgrNVrwJm
[3] https://www.greenpeace.org.uk/news/barclays-banks-climate-change-fossil-fuels/
[2] https://twitter.com/realDonaldTrump/status/1252591306028785667
[2] https://twitter.com/HillaryClinton/status/1253697753479331840
[2] https://www.forbes.com.mx/gobierno-de-amlo-entregara-a-pemex-5200-millones-para-fracking/
[2] http://www.ecowatch.com/offshore-fracking-wells-gulf-1915520170.html
[2] https://www.ecowatch.com/deepwater-horizon-oil-threat-remains
[2] https://www.politico.com/2020-election/candidates-views-on-the-issues/joe-biden/
[1] https://oklahoman.com/article/5660534/oil-trading-below-1-per-barrel

Top URLs in Tweet in G9:
[7] https://www.wsj.com/articles/joe-biden-does-not-support-a-fracking-ban-11580670403
[5] https://www.washingtonexaminer.com/policy/energy/biden-says-he-wouldnt-ban-fracking-distancing-himself-from-rivals
[5] https://joebiden.com/climate/
[4] http://W.Pa
[3] https://twitter.com/joebiden/status/1253006148954816514
[3] https://www.motherjones.com/politics/2014/09/hillary-clinton-fracking-shale-state-department-chevron/
[3] https://www.axios.com/2020-presidential-election-joe-biden-endorsed-climate-scientists-24013990-0300-4c2c-ad95-57571b397196.html
[3] https://twitter.com/JoeBiden/status/1253088692551348225
[3] https://pittsburgh.cbslocal.com/2020/04/20/joe-biden-talks-fracking-coronavirus-and-president-donald-trump/
[3] https://newrepublic.com/article/156801/joe-bidens-sketchy-climate-record

Top URLs in Tweet in G10:
[7] https://frontiergroup.org/blogs/blog/fg/fracking-industry-lobbied-bailouts-congress-they%E2%80%99re-already-being-subsidized-states
[7] https://frontiergroup.org/blogs/blog/fg/america%E2%80%99s-secret-fossil-fuel-bailout-cleaning-orphaned-oil-and-gas-wells
[6] http://www.marketwatch.com/bulletins/redirect/go?g=d6305110-2d06-4b9f-adf6-f9687e9d1753&siteid=bullytweet
[3] https://twitter.com/dayfrancamacho/status/1253429596508176384
[3] https://twitter.com/rorys/status/1239275515044823040
[2] https://twitter.com/business/status/1252289286789095426
[2] https://earther.gizmodo.com/rupaul-has-a-fracking-empire-on-his-wyoming-ranch-1842364626
[1] https://www.them.us/story/rupaul-drag-race-season-12-trans-queens-detox-carmen-carrera/amp
[1] https://www.towleroad.com/2020/04/rupaul-fracking-rig/
[1] https://www.them.us/story/these-queens-have-some-words-for-rupaul/amp

Top Domains
Top Domains in Tweet in Entire Graph:
[1223] twitter.com
[170] newscientist.com
[117] reuters.com
[93] konzapata.com
[89] youtube.com
[79] actionnetwork.org
[61] alnavio.com
[57] atr.org
[52] facebook.com
[43] co.uk

Top Domains in Tweet in G1:
[3] cbslocal.com
[2] atr.org
[2] commentarymagazine.com
[1] tmj4.com
[1] clickondetroit.com
[1] joebiden.com
[1] cbsnews.com
[1] twitter.com
[1] newsweek.com
[1] washingtonpost.com

Top Domains in Tweet in G2:
[268] twitter.com
[42] newscientist.com
[17] reuters.com
[16] youtube.com
[10] marketwatch.com
[10] alnavio.com
[10] lavanguardia.com
[10] oilprice.com
[8] theguardian.com
[8] tweetedtimes.com

Top Domains in Tweet in G3:
[97] newscientist.com
[95] twitter.com
[30] youtube.com
[30] inquirer.com
[13] facebook.com
[9] nytimes.com
[8] rollingstone.com
[7] theguardian.com
[7] org.uk
[7] drillordrop.com

Top Domains in Tweet in G4:
[48] atr.org
[8] twitter.com
[2] nbcnews.com
[2] youtube.com
[1] cnbc.com

Top Domains in Tweet in G5:
[33] twitter.com
[32] facebook.com
[6] gnhre.org
[5] lavanguardia.com
[4] boell.org
[4] gitlab.io
[3] eltiempo.com
[3] las2orillas.co
[2] truthout.org
[2] com.ar

Top Domains in Tweet in G6:
[10] twitter.com
[3] elheraldo.co
[2] wixsite.com
[1] com.ar
[1] bluradio.com
[1] larepublica.co
[1] lavanguardia.com

Top Domains in Tweet in G7:
[8] twitter.com
[1] zonecasts.com

Top Domains in Tweet in G8:
[58] twitter.com
[11] pscp.tv
[6] thehill.com
[4] com.mx
[4] ecowatch.com
[4] blogspot.com
[3] bloomberg.com
[3] org.uk
[2] nrdc.org
[2] wh.gov

Top Domains in Tweet in G9:
[59] twitter.com
[10] joebiden.com
[7] wsj.com
[5] washingtonexaminer.com
[4] washingtonpost.com
[4] axios.com
[4] w.pa
[3] medium.com
[3] motherjones.com
[3] yahoo.com

Top Domains in Tweet in G10:
[19] twitter.com
[14] frontiergroup.org
[7] marketwatch.com
[2] them.us
[2] gizmodo.com
[1] towleroad.com
[1] trib.al
[1] rollingstone.com
[1] foodandwaterwatch.org
[1] pennlive.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[703] fracking
[566] diadelatierra
[482] earthday
[267] despuésdecuarentena
[185] covid19
[119] pilas
[104] joebiden
[101] ambienteparalavida
[100] diamundialdelatierra
[94] earthday2020



Top Hashtags in Tweet in G1:
[1] impotus45
[1] biden2020
[1] bluewave
[1] pathetic
[1] reality

Top Hashtags in Tweet in G2:
[72] fracking
[28] earthday
[28] nfldraft
[17] oil
[11] dam
[8] gas
[8] climatechange
[6] battlestargalactica
[6] energy
[6] earthday2020

Top Hashtags in Tweet in G3:
[197] fracking
[59] earthday
[43] methane
[31] fossilfuels
[25] climatechange
[23] oilandgas
[21] usa
[21] methan
[21] erdgas
[20] erdöl

Top Hashtags in Tweet in G4:
[2] mitchmcconnell
[1] greennewdeal
[1] pandemic
[1] climatehoax

Top Hashtags in Tweet in G5:
[251] despuésdecuarentena
[109] pilas
[100] ambienteparalavida
[93] diamundialdelatierra
[76] fracking
[55] díadelatierra
[49] diadelatierra
[38] primeroenpolítica
[38] lafrase
[26] crisisclimática

Top Hashtags in Tweet in G6:
[495] diadelatierra
[16] despuésdecuarentena
[10] pilas
[7] diamundialdelatierra
[3] petromiente
[3] fracking
[2] delespañolmegusta
[2] lalenguaeselazotedelduque
[2] sanguinoexplica
[1] tolerancia

Top Hashtags in Tweet in G7:
[1] cancelled

Top Hashtags in Tweet in G8:
[20] earthday
[12] fracking
[7] covid19
[6] coronavirus
[6] maga
[6] diadelatierra
[6] veracruz
[5] climateaction
[5] earthday2020
[4] petróleo

Top Hashtags in Tweet in G9:
[52] greennewdeal
[33] earthday2020
[28] earthday
[22] earthweeknyc
[16] greenstimulus
[14] fracking
[13] 4over8
[12] earthday50
[10] neverbiden
[8] climatestrike

Top Hashtags in Tweet in G10:
[4] fracking
[3] rupaulsdragrace
[2] dragrace
[2] rpdr
[2] dontfrackitup
[1] notransphobia
[1] sevensreport
[1] oil
[1] productionvsdemand
[1] tylerrichey

Top Words
Top Words in Tweet in Entire Graph:
[16660] Words in Sentiment List#1: Positive
[24259] Words in Sentiment List#2: Negative
[1492] Words in Sentiment List#3: Angry/Violent
[792484] Non-categorized Words
[833403] Total Words
[15326] fracking
[7364] biden
[3734] oil
[2949] fossil
[2589] down

Top Words in Tweet in G1:
[4434] biden
[1541] fracking
[1507] down
[1506] shut
[1499] fossil
[1498] fuels
[1448] jondelano
[1424] end
[1420] pittsburgh
[1419] jobs

Top Words in Tweet in G2:
[859] fracking
[345] frack
[210] oil
[102] against
[100] environmental
[91] fight
[89] legal
[88] club
[87] sierra
[87] loses

Top Words in Tweet in G3:
[793] fracking
[376] gas
[311] #fracking
[271] oil
[251] planet
[248] people
[221] natural
[216] joshfoxfilm
[189] film
[184] amp

Top Words in Tweet in G4:
[2026] biden
[1121] fracking
[959] industry
[912] tells
[896] oil
[858] ban
[851] workers
[849] activists
[848] local
[848] station

Top Words in Tweet in G5:
[1151] fracking
[448] hoy
[387] petróleo
[375] #despuésdecuarentena
[316] crisis
[269] quienes
[258] ivanduque
[250] recuerda
[241] gobierno
[237] vale

Top Words in Tweet in G6:
[1229] ojalá
[1108] fracking
[1023] petróleo
[535] precio
[504] tierra
[502] planeta
[502] queda
[500] #diadelatierra
[499] pandemia
[498] meses

Top Words in Tweet in G7:
[945] fracking
[861] empire
[860] believe
[860] month
[860] 'rupaul
[860] fracking'
[860] came
[860] 'rupaul's
[860] crumbles
[860] due

Top Words in Tweet in G8:
[640] fracking
[474] realdonaldtrump
[368] trump
[338] industry
[313] make
[313] bail
[311] long
[302] warren
[301] folks
[301] miles

Top Words in Tweet in G9:
[772] fracking
[587] joebiden
[419] biden
[245] amp
[242] support
[217] trump
[196] climate
[190] katalin_pota
[174] ban
[171] vote

Top Words in Tweet in G10:
[642] fracking
[580] rupaul
[435] thread
[435] rigs
[54] oil
[46] empire
[45] ranch
[33] state
[31] today
[30] pa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2423] fossil,fuels
[2350] shut,down
[1501] fracking,problem
[1499] biden,told
[1442] end,fossil
[1440] down,fracking
[1431] wouldn,shut
[1427] biden,repeatedly
[1425] yesterday,biden
[1425] told,jondelano

Top Word Pairs in Tweet in G1:
[1506] shut,down
[1498] fossil,fuels
[1417] biden,told
[1417] wouldn,shut
[1417] end,fossil
[1413] down,fracking
[1412] pennsylvanians,aren
[1412] aren,fooled
[1412] empty,rhetoric
[1411] yesterday,biden

Top Word Pairs in Tweet in G2:
[87] sierra,club
[87] club,loses
[87] loses,legal
[87] legal,fight
[86] fight,against
[86] against,environmental
[86] frack,dams
[85] exemptions,frack
[84] environmental,exemptions
[55] frick,frack

Top Word Pairs in Tweet in G3:
[180] natural,gas
[141] planet,humans
[125] millions,people
[123] fracking,natural
[122] doc,film
[122] film,canceled
[122] canceled,planet
[122] humans,gasland
[122] gasland,person
[122] person,apologize

Top Word Pairs in Tweet in G4:
[810] joe,biden
[795] ban,fracking
[791] natural,gas
[790] fossil,fuels
[790] shut,down
[784] biden,tells
[784] tells,democrat
[784] democrat,activists
[784] activists,rid
[784] rid,fossil

Top Word Pairs in Tweet in G5:
[250] #despuésdecuarentena,recuerda
[250] recuerda,quienes
[234] vale,aguacate
[126] hoy,petróleo
[126] petróleo,vale
[125] quienes,eligieron
[125] eligieron,bancos
[125] bancos,campesinos
[125] campesinos,#despuésdecuarentena
[125] quienes,dijeron

Top Word Pairs in Tweet in G6:
[501] petróleo,fracking
[497] precio,petróleo
[495] #diadelatierra,tierra
[495] tierra,lleva
[495] lleva,varios
[495] varios,meses
[495] meses,celebrando
[495] celebrando,día
[495] día,tocó
[495] tocó,invitarnos

Top Word Pairs in Tweet in G7:
[861] fracking,empire
[860] believe,month
[860] month,'rupaul
[860] 'rupaul,fracking'
[860] fracking',came
[860] came,'rupaul's
[860] 'rupaul's,fracking
[860] empire,crumbles
[860] crumbles,due
[860] due,worthless

Top Word Pairs in Tweet in G8:
[306] fracking,industry
[301] trump,bail
[300] folks,miles
[300] miles,long
[300] long,lines
[300] lines,foodbanks
[300] foodbanks,trump
[300] bail,buddies
[300] buddies,kelcy
[300] kelcy,warren

Top Word Pairs in Tweet in G9:
[153] ban,fracking
[107] green,deal
[101] blondiegirl1959,still_liberty
[101] still_liberty,eye_kill_it
[101] eye_kill_it,__joe__w
[101] __joe__w,beagledrums
[101] beagledrums,psychwriter1515
[101] scapelliti,kingminotaurs
[101] mobygrapefan,grannysidney
[101] grannysidney,votenogmo

Top Word Pairs in Tweet in G10:
[506] rupaul,fracking
[435] fracking,rigs
[434] rigs,thread
[46] fracking,empire
[19] fracking,ranch
[19] believe,month
[19] month,'rupaul
[19] 'rupaul,fracking'
[19] fracking',came
[19] came,'rupaul's

Top Replied-To
Top Replied-To in Entire Graph:
@joebiden
@mikeycubed
@kylegriffin1
@_obimoo
@joepineapples75
@ivanduque
@avi_shomer
@jholland15
@joshfoxfilm
@bill626

Top Replied-To in G1:
@gopchairwoman
@boknowsnews
@bidenlawyers4
@cbsnews

Top Replied-To in G2:

Top Replied-To in G3:
@joshfoxfilm
@marcmath5
@ryangilliom
@lauren_steiner
@whut
@laemmerbiss
@drvox
@acyn
@chrissyteigen
@leahstokes

Top Replied-To in G4:
@pvcmirasol
@jayapproves
@nbcnews
@bennyjohnson
@peoples_pundit
@abedelman
@trumpwarroom
@stevelawrie3
@realdonaldtrump
@unseen1_unseen

Top Replied-To in G5:
@ivanduque
@barreja
@juanmansantos
@maxmaye15354547
@infopresidencia
@minambienteco
@ecopetrol_sa
@carlossantiagol
@graffitiborrao
@fcolloreda

Top Replied-To in G6:
@gustavobolivar
@carlosfmejia
@juan_alies
@zuluagacamila
@katurrafrio
@robergalarga
@mamerteoprimido
@fisicoimpuro
@camcris2011
@zaider24879828

Top Replied-To in G7:
@shonfaye
@sissythatpatch
@astroboyandblob
@smallesthole
@rileyjhar
@virtuwual
@alijamalashraf
@kelliblueeyesx

Top Replied-To in G8:
@realdonaldtrump
@whitehouse
@hillaryclinton
@gmonroyenergy
@ridenbiden
@terrencenowicki
@ivankatrump
@lovrega
@arquiramirez501
@lichtschattenx

Top Replied-To in G9:
@joebiden
@cms36
@timnissen1
@zerogbadillion
@yagotvevo
@mystica43229
@marydoc89641445
@theciroth
@proudresister
@zcolman

Top Replied-To in G10:
@josephlongo_
@brandyljensen
@mark_petrolo
@ira
@benjikemp
@rupaul
@dangriffiths18
@tweetedbyjord
@bttlborn
@realdonaldtrump

Top Mentioned
Top Mentioned in Entire Graph:
@jondelano
@diddyking1
@brooksie17
@rhodw
@hall_business
@redbezzle
@thatrobster
@chunkyredbeard
@deadgoodtees
@cexsteelbooks

Top Mentioned in G1:
@jondelano
@joebiden
@kdka
@cbsnews
@michelleobama
@cbsnewspath
@tmj4
@local4news
@yaforjoebiden
@charlesbenson4

Top Mentioned in G2:
@conventuslaw
@noticias_tierra
@21stscience

Top Mentioned in G3:
@joshfoxfilm
@mmflint
@howarth_cornell
@jmpyper
@ewesoff
@sz
@ckemfert
@newscientist
@billmckibben
@leahstokes

Top Mentioned in G4:
@nbcnews
@stevelawrie3
@gop
@jondelano
@joebiden
@helloitsthao
@larryschweikart
@shepmjs
@kn_texas
@abedelman

Top Mentioned in G5:
@ivanduque
@claudiabahamon
@juanahofman
@minambienteco
@dianangel01
@cesarpachonagro
@usofrenteobrero
@graffitiborrao
@aureliosuarez
@manuel_rodb

Top Mentioned in G6:
@petrogustavo
@gustavobolivar
@merv59
@leilachujfi
@albertobernalle
@elsemblante
@pizarromariajo
@ivancepedacast
@davidracero
@fisicoimpuro

Top Mentioned in G7:
@osagathegreat
@mrleevalone
@shonfaye

Top Mentioned in G8:
@realdonaldtrump
@beltrandelrio
@joebiden
@lopezobrador_
@scottpresler
@potus
@berniebromanny
@joeysalads
@nygovcuomo
@lovrega

Top Mentioned in G9:
@joebiden
@katalin_pota
@berniesanders
@aoc
@dnc
@lockwoodx3
@johnbaskind
@corvaire_wind
@tdzarnick
@blondiegirl1959

Top Mentioned in G10:
@rupaul
@pennlive
@envam
@thetammiebrown
@cnn
@nprfreshair
@carolinelucas
@them
@chevron
@carlheastie

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@occuworld
@pulpnews
@tomthunkitsmind
@rashidaldosari
@extravzla
@jojokejohn
@jurylady5
@immoralreport
@natransversal

Top Tweeters in G1:
@kat4obama
@myplace4u
@just_old_joe
@jtblogs
@lauracgilleslil
@inabsentia9
@icare4america16
@trixywh
@usatopguns
@jackiemcreath1

Top Tweeters in G2:
@pulpnews
@extravzla
@juniorfresh02
@ken_crichlow
@globeandmail
@jneworleans
@ohhsugaryouknow
@markburgerenerg
@tatzanx
@jeauxalejandro

Top Tweeters in G3:
@pparzival
@honeymoongondol
@chuddles11
@homegypsy
@loulachat
@realtt2020
@debhiers1
@ronaldclarke
@flugennock
@9news

Top Tweeters in G4:
@bannerite
@miltonespinozaf
@patriotmarie
@davealvord164
@starcoreone02
@woitekj
@shoutgracegrace
@mitchiepoo46
@klsouth
@drawandstrike

Top Tweeters in G5:
@wradiocolombia
@eltiempo
@maxmaye15354547
@barreja
@maritzaaceved11
@lanacion
@cesar_garcia_nt
@senorcaicedo
@cmarcafederal
@unhernanmas

Top Tweeters in G6:
@bluradioco
@merv59
@23alzat
@octaviolopezsie
@alexaboco
@wilromerol
@solysbellagines
@leilachujfi
@juanariomedina
@giordanobrunofi

Top Tweeters in G7:
@zerglinator
@wally_wests
@mooseymcman
@michajawkan
@discoscientist
@loveiitchi
@tsumitanagayuki
@bulbafren
@kujakupoet
@grossglam

Top Tweeters in G8:
@thehill
@seekingalpha
@eykis
@indianexpress
@helloteamtrump
@carlyinnj
@publicoutcrysy
@mstepczyk
@ajgma
@sueglashauser

Top Tweeters in G9:
@immoralreport
@rjber15
@drdaveanddee
@cberrl
@mconway70
@katalin_pota
@godandthebear
@kramerfry
@capatosta122
@theresaschroe14

Top Tweeters in G10:
@tenji95
@lizditz
@lelkan
@burcham_don
@aprilinoctober
@marketwatch
@cnn
@renao
@ew
@pennlive


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