#oilandgas, Twitter, 9/16/2019 2:51:29 AM, 209877


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#oilandgas_2019-09-15_19-12-00.xlsx
#oilandgas_2019-09-15_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2019
Short Description:
#oilandgas via NodeXL http://bit.ly/31rbykv
@forbes
@aeberman12
@oilbot123
@earthworks
@edcowsar
@txsharon
@nmvoices
@interior
@npca
@epa

Top hashtags:
#oilandgas
#energy
#oil
#gas
#oott
#offshore
#actonclimate
#keepitwild
#business
#petroleum

Description:
Description
The graph represents a network of 3,944 Twitter users whose tweets in the requested range contained "#oilandgas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 16 September 2019 at 02:13 UTC.

The requested start date was Monday, 16 September 2019 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 5-day, 23-hour, 38-minute period from Monday, 09 September 2019 at 16:06 UTC to Sunday, 15 September 2019 at 15:45 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 : 3944
Unique Edges : 4335
Edges With Duplicates : 2314
Total Edges : 6649
Number of Edge Types : 3
Tweet : 1959
Mentions : 4540
Replies to : 150
Self-Loops : 1959
Reciprocated Vertex Pair Ratio : 0.0175526579739218
Reciprocated Edge Ratio : 0.0344997535731888
Connected Components : 899
Single-Vertex Connected Components : 454
Maximum Vertices in a Connected Component : 1868
Maximum Edges in a Connected Component : 3836
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 8.517825
Graph Density : 0.000260944627267157
Modularity : 0.638645
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[51] https://www.valvesolutions.co/data-solutions
[19] https://www.myfrugalbusiness.com/2018/12/t-boone-pickens-quotes.html
[12] https://www.valvesolutions.co/blog/how-custom-leads-can-boost-your-email-marketing-success
[11] https://energynow.ca/
[11] https://energynow.com/
[11] https://www.valvesolutions.co/blog/how-to-succeed-at-b2b-content-writing
[11] https://www.cpr.org/2019/09/10/want-to-trigger-a-nuke-in-colorado-well-thanks-to-project-rulison-50-years-ago-you-need-to-ask-voters-first/
[10] https://www.mepec.org/chemme
[9] https://www.wsj.com/articles/canadas-oil-market-finds-outlet-in-u-s-demand-11568289600?mod=searchresults&page=1&pos=3
[9] https://oilprice.com/Energy/Energy-General/Shale-Slowdown-Could-Trigger-Major-New-Oil-Price-Rally.html

Top URLs in Tweet in G1:
[8] https://www.trading123.net/
[7] https://drive.google.com/open?id=0BxCJCD6qcTQWWlpQdmtoSERITkU
[5] http://www.oilreviewmiddleeast.com/industry/ministers-outline-plans-for-sustainable-and-reliable-future
[5] http://www.oilreviewmiddleeast.com/information-technology/sesam-insight-removes-barriers-between-asset-owners-operators-and-contractors
[5] http://www.oilreviewmiddleeast.com/industry/honeywell-oleflex-technology-selected-for-propylene-production-in-algeria
[4] https://www.fednet.net/?p=71028
[4] http://www.oilreviewmiddleeast.com/events/event-news/industry-showcases-positive-change-at-oe-2019
[4] http://www.oilreviewmiddleeast.com/exploration-production/adnoc-ceo-says-us-11-trillion-investment-needed-to-meet-future-demands
[4] http://www.oilreviewmiddleeast.com/petrochemicals/saudi-aramco-ceo-says-new-clean-oil-mission-needed-to-address-climate-challenge
[4] https://www.nesgt.com/oil-and-gas-outlook-report-2019

Top URLs in Tweet in G2:
[9] https://www.wsj.com/articles/canadas-oil-market-finds-outlet-in-u-s-demand-11568289600?mod=searchresults&page=1&pos=3
[9] https://oilprice.com/Energy/Energy-General/Shale-Slowdown-Could-Trigger-Major-New-Oil-Price-Rally.html
[6] https://www.hydrocarbonprocessing.com/news/2019/09/tanker-ship-traffic-to-and-from-major-refineries-blocked-amid-protests?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[6] https://www.hydrocarbonprocessing.com/news/2019/09/bankrupt-refinery-to-get-50m-insurance-payment?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[6] https://www.rystadenergy.com/newsevents/news/press-releases/us-shale-to-grow-to-14.5-million-bpd-by-2030/
[5] https://www.bloomberg.com/tosv2.html?vid=&uuid=0abf4f30-d7d0-11e9-870b-2f62931183ba&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0xNC9zYXVkaS1hcmFtY28tY29udGFpbi1maXJlcy1hdC1mYWNpbGl0aWVzLWF0dGFja2VkLWJ5LWRyb25lcw==
[5] https://www.hydrocarbonprocessing.com/news/2019/09/massive-flare-at-refinery-caused-by-power-cut?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[5] http://ow.ly/x0Fh50w4FWd?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[4] https://www.hydrocarbonprocessing.com/magazine/2019/september-2019/maintenance-and-reliability/are-there-ghosts-in-your-maintenance-backlog?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[3] https://www.hydrocarbonprocessing.com/magazine/2019/september-2019/columns/asia-china-eyes-significant-growth-in-petrochemicals?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=

Top URLs in Tweet in G3:
[5] https://thestarphoenix.com/news/local-news/feds-to-study-using-electricity-to-reduce-or-eliminate-fossil-fuels
[4] http://www.psac.ca/business/GMPFirstEnergy/
[3] https://calgaryherald.com/opinion/columnists/varcoe-two-energy-reviews-for-the-price-of-one-by-the-kenney-government
[3] https://www.independent.co.uk/environment/north-sea-oil-rigs-abandoned-shell-environment-climate-pollution-greenpeace-a9091651.html?fbclid=IwAR0bAWu0BWZT7mb-XUrgm2vte0kqXKR_a9LDGtEIXJblgWiWqm6GAl-GUwU
[2] https://medicinehatnews.com/news/local-news/2019/09/11/city-to-abandon-the-majority-of-its-gas-wells/
[2] https://calgaryherald.com/business/energy/varcoe-gas-city-throws-in-towel-on-2000-money-losing-natural-gas-wells
[2] https://careersinoilandgas.com/what-is-lmi/employment-labour-data/
[1] https://insideclimatenews.org/news/10092019/big-oil-money-blocked-jay-inslee-climate-change-policy-carbon-fee-bp-washington?amp&__twitter_impression=true
[1] https://twitter.com/the_Jeff_Jones/status/1171556047405887489
[1] https://nationalpost.com/news/canada/read-the-full-text-jason-kenney-responds-to-amnesty-internationals-criticism-of-his-fight-back-strategy

Top URLs in Tweet in G4:
[1] https://twitter.com/paigeraven1/status/1173107855316140033
[1] https://globalnews.ca/news/4482140/andrew-scheer-trans-mountain-plan/
[1] https://twitter.com/Garossino/status/1172520550578544641
[1] https://www.youtube.com/watch?v=CDCPo273mus&feature=youtu.be


Top URLs in Tweet in G5:
[6] https://www.sltrib.com/news/environment/2019/09/06/feds-sell-oil-gas-leases/
[6] https://www.santafenewmexican.com/opinion/my_view/steering-blm-back-on-track/article_045aa046-60b4-58e6-94a2-f84d9bb10de9.html
[3] https://www.sltrib.com/news/environment/2019/09/12/taxpayers-are-big-losers/
[2] https://www.apnews.com/2191c3f0c8d147c79fc4411faa397a74
[1] https://www.nytimes.com/2019/09/09/travel/alaska-arctic-national-wildlife-refuge.html?action=click&module=MoreInSection&pgtype=Article®ion=Footer&contentCollection=Travel
[1] https://twitter.com/lovetogive2/status/1077047317834825729
[1] https://www.latimes.com/environment/story/2019-09-12/interior-finalizes-plan-to-open-alaskas-arctic-national-wildlife-refuge-to-oil-drilling
[1] https://www.seattlepi.com/local/politics/article/A-last-ditch-bid-to-keep-Big-Oil-out-of-Arctic-14428926.php
[1] https://www.nwf.org/Latest-News/Press-Releases/2019/09-12-19-ANWR-House-Vote
[1] https://wilderness.maps.arcgis.com/apps/webappviewer/index.html?id=2eaa8f30a08f4e6497e78666b2b235d8

Top URLs in Tweet in G6:
[6] http://earthworks.org/still-wasting-PA
[5] https://twitter.com/PNS_News/status/1172118320306429952
[2] https://www.oilandgas360.com/bp-launches-gas-cloud-imaging-drones-to-monitor-methane-emissions/#utm_source=rss&utm_medium=rss&utm_campaign=bp-launches-gas-cloud-imaging-drones-to-monitor-methane-emissions
[2] https://www.oilandgas360.com/energy-pe-firm-hitecvision-omans-petrogas-to-buy-uk-oilfields-for-635-million/#utm_source=rss&utm_medium=rss&utm_campaign=energy-pe-firm-hitecvision-omans-petrogas-to-buy-uk-oilfields-for-635-million
[2] https://www.oilandgas360.com/oil-plummets-as-trump-signals-thaw-in-iranian-sanctions-deadlock/#utm_source=rss&utm_medium=rss&utm_campaign=oil-plummets-as-trump-signals-thaw-in-iranian-sanctions-deadlock
[2] https://www.oilandgas360.com/low-cost-fracking-offers-boon-to-oil-producers-headaches-for-suppliers/#utm_source=rss&utm_medium=rss&utm_campaign=low-cost-fracking-offers-boon-to-oil-producers-headaches-for-suppliers
[2] https://www.oilandgas360.com/saudi-aramco-gives-nine-banks-top-roles-on-worlds-biggest-ipo-sources/#utm_source=rss&utm_medium=rss&utm_campaign=saudi-aramco-gives-nine-banks-top-roles-on-worlds-biggest-ipo-sources
[2] https://www.oilandgas360.com/frances-total-tenders-to-sell-1-3-million-barrels-of-tainted-oil/#utm_source=rss&utm_medium=rss&utm_campaign=frances-total-tenders-to-sell-1-3-million-barrels-of-tainted-oil
[2] https://www.oilandgas360.com/opec-slides-closer-to-collapse-as-an-oil-glut-overpowers-the-oil-price/#utm_source=rss&utm_medium=rss&utm_campaign=opec-slides-closer-to-collapse-as-an-oil-glut-overpowers-the-oil-price
[2] http://errorsofenchantment.com/update-from-new-mexicos-booming-permian-basin/

Top URLs in Tweet in G7:
[6] https://www.concordmonitor.com/New-Hampshire-gov-signs-ban-of-oil-gas-drilling-off-coast-28394239
[1] https://youtu.be/yxnO92j15ZQ
[1] https://www.princeton.edu/news/2019/08/15/offshore-oil-and-gas-rigs-leak-more-greenhouse-gas-expected
[1] https://insideclimatenews.org/news/10092019/big-oil-money-blocked-jay-inslee-climate-change-policy-carbon-fee-bp-washington?amp&__twitter_impression=true

Top URLs in Tweet in G8:
[5] http://hosted-p0.vresp.com/1914117/2a247927ba/ARCHIVE
[3] https://rockymountainwild.org/take-action-now-to-protect-vital-habitat-for-colorado-species
[3] http://hosted-p0.vresp.com/1914117/0a5df5aca1/ARCHIVE
[3] http://hosted-p0.vresp.com/1914117/307a638d4a/ARCHIVE
[2] http://hosted-p0.vresp.com/1914117/c90b4895f5/ARCHIVE
[1] https://www.coloradoindependent.com/2019/09/12/wildlife-habitat-protection-growth-oil-gas-development/
[1] https://kiowacountypress.net/content/polis-letter-blm-cites-inconsistencies-between-new-management-plan-state-regulations
[1] https://twitter.com/GunnySageGrouse/status/1171075285476941830
[1] https://twitter.com/GunnySageGrouse/status/1171437673317314560
[1] https://twitter.com/GunnySageGrouse/status/1171845359615660032

Top URLs in Tweet in G9:
[3] http://wam.ae/ar
[2] https://www.vulearningjobs.com/2019/09/nawa-energy-company-jobs-2019-for-engineers-supervisors-manager-inspectors-others-latest-jobs-in-uae.html
[2] http://www.arabnews.com/
[2] http://infoblaze.com/news/details/36695
[2] https://en.vietnamplus.vn/
[2] http://infoblaze.com/news/details/36899
[2] http://infoblaze.com/news/details/36919
[2] https://www.geoteric.com/software-releases?utm_content=100770657&utm_medium=social&utm_source=twitter&hss_channel=tw-771672462
[1] https://www.linkedin.com/slink?code=dx7Zn7K
[1] https://event.on24.com/wcc/r/2071786/C4EF2ED06F1957A2E43DC1A6C3F30727?utm_sq=g68nauvsu6&partnerref=STATSGROUP

Top URLs in Tweet in G10:
[2] http://northamericanshalemagazine.com/articles/2775/lagoon-continental-agree-to-historic-scoop-stack-water-deal
[2] https://www.energyindepth.org/reality-check-for-2020-presidential-candidates-banning-fracking-would-not-be-good-news-iea-says/
[2] https://www.energyindepth.org/warrens-drilling-ban-pledge-shows-disconnect-with-reality/
[2] https://www.careerarc.com/job-listing/basic-energy-services-jobs-operator-raft-denver-city-raft-29917895?campaign_id=30027&cb=1564598469&src=1&tx=vqdIx1i7SfrawQ&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[2] https://www.linkedin.com/slink?code=fZz-HvB
[1] https://www.pscp.tv/w/cEmRhDFZTEVKTkpyVnlnRU58MWpNSmd3Vm5lWk1KTEgGD749FqdxDuHOj4Z6uHNN_mIiaF3oXmE4-lyzXZSA?t=3m17s
[1] https://seekingalpha.com/news/3493009-quintana-energy-exit-conventional-pressure-pumping-business
[1] https://twitter.com/plattsoil/status/1171286875644018688
[1] https://www.spglobal.com/platts/en/market-insights/latest-news/natural-gas/082919-colorado-governor-downplays-effects-of-new-regulations-industry-disagrees
[1] https://www.forbes.com/sites/davidblackmon/2019/09/09/new-permian-gas-pipelines-will-reduce-flaring-but-what-about-prices/

Top Domains
Top Domains in Tweet in Entire Graph:
[220] twitter.com
[107] valvesolutions.co
[94] oilprice.com
[74] linkedin.com
[70] flipboard.com
[47] oilandgas360.com
[46] oilandgasvisionjobs.com
[40] pymnts.com
[37] co.uk
[37] oilreviewmiddleeast.com

Top Domains in Tweet in G1:
[48] twitter.com
[37] oilreviewmiddleeast.com
[35] petromindo.com
[32] linkedin.com
[32] nairapark.com
[15] oilprice.com
[14] careerarc.com
[11] okt.to
[10] instagram.com
[10] co.uk

Top Domains in Tweet in G2:
[36] oilprice.com
[27] hydrocarbonprocessing.com
[19] bloomberg.com
[12] wsj.com
[11] rystadenergy.com
[11] forbes.com
[10] ow.ly
[9] twitter.com
[7] reuters.com
[5] seekingalpha.com

Top Domains in Tweet in G3:
[20] twitter.com
[6] calgaryherald.com
[6] thestarphoenix.com
[5] capp.ca
[4] psac.ca
[3] achemistinlangley.net
[3] co.uk
[2] medicinehatnews.com
[2] edmontonjournal.com
[2] careersinoilandgas.com

Top Domains in Tweet in G4:
[2] twitter.com
[1] globalnews.ca
[1] youtube.com

Top Domains in Tweet in G5:
[10] sltrib.com
[6] santafenewmexican.com
[2] twitter.com
[2] apnews.com
[1] nytimes.com
[1] latimes.com
[1] seattlepi.com
[1] nwf.org
[1] arcgis.com
[1] taxpayer.net

Top Domains in Tweet in G6:
[44] oilandgas360.com
[11] twitter.com
[6] earthworks.org
[4] cvsoci.al
[3] eenews.net
[3] okt.to
[2] denverpost.com
[2] errorsofenchantment.com
[2] nbcnews.com
[1] trimediaee.com

Top Domains in Tweet in G7:
[6] concordmonitor.com
[1] youtu.be
[1] princeton.edu
[1] insideclimatenews.org

Top Domains in Tweet in G8:
[14] vresp.com
[3] rockymountainwild.org
[3] twitter.com
[1] coloradoindependent.com
[1] kiowacountypress.net
[1] nrdc.org
[1] tpl.org
[1] npr.org

Top Domains in Tweet in G9:
[24] oilfieldtechnology.com
[14] worldpipelines.com
[10] infoblaze.com
[3] wam.ae
[3] instagram.com
[2] vulearningjobs.com
[2] arabnews.com
[2] vietnamplus.vn
[2] co.uk
[2] twitter.com

Top Domains in Tweet in G10:
[21] careerarc.com
[7] energyindepth.org
[6] linkedin.com
[5] twitter.com
[5] ekaplus.com
[2] spglobal.com
[2] northamericanshalemagazine.com
[2] eidclimate.org
[2] youtube.com
[2] okt.to

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3538] oilandgas
[545] energy
[533] oil
[250] gas
[204] oott
[180] offshore
[171] actonclimate
[166] keepitwild
[156] business
[154] petroleum



Top Hashtags in Tweet in G1:
[789] oilandgas
[129] energy
[128] oil
[93] gas
[40] gold
[38] infrastructure
[38] minerals
[37] coal
[36] geothermal
[36] electricity

Top Hashtags in Tweet in G2:
[235] oilandgas
[166] oott
[122] oil
[79] opec
[75] wti
[68] fintwit
[67] crudeoil
[28] shale
[28] oilgas
[24] energynews

Top Hashtags in Tweet in G3:
[107] oilandgas
[35] ableg
[29] cdnpoli
[25] abpoli
[12] redwater
[11] snclavalinscandal
[11] elxn43
[9] labrador
[9] snclavalin
[9] trudeau

Top Hashtags in Tweet in G4:
[89] oilandgas
[18] niksu
[17] cpc
[8] ppc2019
[7] alberta
[5] cdnpoli
[3] energy
[3] scheer
[3] transmountain
[2] trudeau

Top Hashtags in Tweet in G5:
[75] oilandgas
[11] publiclands
[2] anwr
[2] protectthearctic
[2] sagegrouse
[1] arcticnationalwildliferefuge
[1] patrickshanahan
[1] boeing
[1] firtash
[1] cambridgeanalytica

Top Hashtags in Tweet in G6:
[111] oilandgas
[18] fracking
[16] oilprice
[6] shalelaw
[5] opec
[5] cutmethane
[5] pennsylvania
[5] newmexico
[5] nm
[4] climate

Top Hashtags in Tweet in G7:
[29] oilandgas
[11] methane
[7] climatecriminal
[4] offshore
[3] banfracking
[3] fracking
[3] climatechange
[3] mexico
[2] environment
[2] renewableenergy

Top Hashtags in Tweet in G8:
[46] wildlife
[45] hr1146
[35] oilandgas
[18] sagegrouse
[9] savegrouse
[3] standwithgunny
[2] protectthearctic
[2] mining
[2] utah
[2] extinctionrebellion

Top Hashtags in Tweet in G9:
[90] oilandgas
[30] upstream
[18] business
[16] pipelines
[13] offshore
[10] uae
[9] infoblaze
[8] middleeast
[6] usa
[6] train7

Top Hashtags in Tweet in G10:
[98] oilandgas
[14] wellservicing
[8] energy
[7] demdebate
[7] fridaythe13th
[6] plattsindiaceoseries
[5] ai
[5] oott
[5] okc
[5] permian

Top Words
Top Words in Tweet in Entire Graph:
[3460] Words in Sentiment List#1: Positive
[1994] Words in Sentiment List#2: Negative
[37] Words in Sentiment List#3: Angry/Violent
[117055] Non-categorized Words
[122512] Total Words
[3538] #oilandgas
[946] oil
[587] s
[545] #energy
[540] #oil

Top Words in Tweet in G1:
[789] #oilandgas
[171] oil
[129] #energy
[128] #oil
[119] gas
[93] #gas
[69] s
[68] more
[50] energy
[47] industry

Top Words in Tweet in G2:
[252] aeberman12
[235] #oilandgas
[235] oil
[166] #oott
[138] s
[124] #oil
[112] mmb
[105] week
[104] u
[82] gas

Top Words in Tweet in G3:
[107] #oilandgas
[36] s
[35] #ableg
[34] rkbtoo
[29] industry
[28] #cdnpoli
[27] oilgascanada
[25] #abpoli
[24] jkenney
[23] oil

Top Words in Tweet in G4:
[89] #oilandgas
[74] canadian
[74] world
[73] produced
[73] best
[73] environmental
[73] standard
[73] single
[73] largest
[73] contributor

Top Words in Tweet in G5:
[75] #oilandgas
[42] ut
[38] lease
[37] industry
[35] secbernhardt
[35] new
[34] npca
[33] 183
[33] 000
[33] acres

Top Words in Tweet in G6:
[111] #oilandgas
[30] oil
[25] s
[22] earthworks
[18] #fracking
[16] #oilprice
[14] report
[13] gas
[13] industry
[11] energy

Top Words in Tweet in G7:
[29] #oilandgas
[20] txsharon
[17] s
[14] state
[11] #methane
[7] today's
[7] #climatecriminal
[7] devonenergy
[7] hatch
[7] left

Top Words in Tweet in G8:
[52] defenders
[52] today
[46] thank
[46] #wildlife
[45] retweet
[45] champions
[45] lead
[45] effort
[45] pass
[45] #hr1146

Top Words in Tweet in G9:
[90] #oilandgas
[30] #upstream
[18] #business
[18] well
[17] adnocgroup
[16] #pipelines
[15] awarded
[14] gas
[13] #offshore
[13] energy

Top Words in Tweet in G10:
[99] #oilandgas
[24] s
[20] job
[14] #wellservicing
[13] u
[13] tx
[12] oil
[12] years
[12] industry
[11] energy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[326] oil,gas
[206] #oilandgas,drilling
[198] vote,yes
[188] u,s
[184] stop,#oilandgas
[184] wildlife,refuge
[177] coastal,plain
[177] arctic,national
[177] national,wildlife
[177] #oil,#gas

Top Word Pairs in Tweet in G1:
[75] oil,gas
[69] #oil,#gas
[35] #petromindo,#tambang
[35] #tambang,#coal
[35] #coal,#geothermal
[35] #geothermal,#power
[35] #power,#oilandgas
[35] #oilandgas,#minerals
[35] #minerals,#indonesiancoal
[35] #indonesiancoal,#gold

Top Word Pairs in Tweet in G2:
[107] #oott,#oilandgas
[104] u,s
[73] #oilandgas,#oil
[67] week,ending
[59] mmb,d
[56] #oil,#wti
[56] #wti,#crudeoil
[52] #crudeoil,#fintwit
[52] #fintwit,#opec
[44] saudi,arabia

Top Word Pairs in Tweet in G3:
[15] #ableg,#abpoli
[15] #abpoli,#cdnpoli
[15] oilgascanada,news
[13] #cdnpoli,#oilandgas
[12] #oilandgas,#redwater
[12] medicine,hat
[10] rkbtoo,'the
[10] foreign,funded
[9] rkbtoo,'
[9] amnesty,international

Top Word Pairs in Tweet in G4:
[73] canadian,#oilandgas
[73] #oilandgas,produced
[73] produced,best
[73] best,environmental
[73] environmental,standard
[73] standard,world
[73] world,single
[73] single,largest
[73] largest,contributor
[72] tomkmiec,canadian

Top Word Pairs in Tweet in G5:
[34] #oilandgas,industry
[33] 183,000
[33] 000,acres
[32] secbernhardt,offering
[32] offering,#oilandgas
[32] industry,ut
[32] ut,183
[32] acres,lease
[32] lease,even
[32] even,san

Top Word Pairs in Tweet in G6:
[14] #oilprice,#oilandgas
[9] air,quality
[8] #oilandgas,companies
[8] co,flunking
[8] flunking,fed
[8] fed,air
[8] quality,standards
[8] standards,2004
[8] 2004,state
[8] state,officials

Top Word Pairs in Tweet in G7:
[7] today's,#climatecriminal
[7] #climatecriminal,devonenergy
[7] devonenergy,hatch
[7] hatch,left
[7] left,open
[7] open,devon
[7] devon,compliance
[7] compliance,state
[7] state,law
[6] txsharon,today's

Top Word Pairs in Tweet in G8:
[45] retweet,thank
[45] thank,#wildlife
[45] #wildlife,champions
[45] champions,lead
[45] lead,effort
[45] effort,pass
[45] pass,#hr1146
[45] #hr1146,today
[45] today,restore
[45] restore,protections

Top Word Pairs in Tweet in G9:
[29] #oilandgas,#upstream
[15] #oilandgas,#pipelines
[10] 900,million
[10] million,contract
[10] contract,adnocgroup
[10] adnocgroup,supply
[10] supply,tubing
[10] tubing,casing
[9] #upstream,#offshore
[9] vallourec,awarded

Top Word Pairs in Tweet in G10:
[13] u,s
[10] #wellservicing,#oilandgas
[8] 2020,candidates
[8] #oilandgas,industry
[7] #oilandgas,production
[7] many,2020
[7] candidates,eliminate
[7] eliminate,#oilandgas
[7] #oilandgas,leasing
[7] leasing,federal

Top Replied-To
Top Replied-To in Entire Graph:
@jkenney
@justintrudeau
@greenpeaceusa
@icowrich
@wickens_garth
@kris_sims
@nigerialng
@opicgov
@realdonaldtrump
@subsea7official

Top Replied-To in G1:

Top Replied-To in G2:
@bisoninterests
@the_law_boy
@oilisnteasy
@mariannaparraga
@libertybk

Top Replied-To in G3:
@justintrudeau
@jkenney
@wickens_garth
@kris_sims
@justinmikulka
@rkbtoo
@bryce42999372
@maxamaxim
@wearecanproud
@eliza021502

Top Replied-To in G4:
@liciacorbella
@jkenney
@macleans

Top Replied-To in G5:
@j2dumfounded
@brianmaffly
@blmutah
@secbernhardt

Top Replied-To in G6:
@opicgov
@realdonaldtrump
@bp_america
@bstorrow
@essmannjeff

Top Replied-To in G7:
@icowrich
@sassaphrasss
@energyindepth
@sarahuhl
@eenewsupdates
@arikring
@vivarioarriba

Top Replied-To in G8:
@tiff_higgins

Top Replied-To in G9:
@nigerialng
@subsea7official
@aramco
@saferglobe

Top Replied-To in G10:
@edcowsar
@tap
@hyundai
@bw
@ts
@5280_attorney

Top Mentioned
Top Mentioned in Entire Graph:
@aeberman12
@tomkmiec
@flipboard
@defenders
@oilandenergy
@veriposgnss
@hurricomms
@stephaniekusie
@indivisiblevent
@rkbtoo

Top Mentioned in G1:
@ndtspek
@lma_dl
@globaloilgastr1
@hron2018
@maximuchcapital
@databankimx
@practiaglobal
@iprb98
@sevenlakestech
@roavr_uas

Top Mentioned in G2:
@aeberman12
@oilandenergy
@hydrocarbonproc
@forbes
@garquake
@rystadenergy
@ash27000
@reuters
@the_oilholic
@pipelineandgas

Top Mentioned in G3:
@rkbtoo
@oilgascanada
@jkenney
@wbrettwilson
@amnesty
@justintrudeau
@vancouverblues
@otagograd
@muskratfalls
@peoplespca

Top Mentioned in G4:
@tomkmiec
@stephaniekusie
@andrewscheer
@anna_938
@maximebernier
@kellylorenczppc
@cdnagvocate
@liciacorbella
@cpc_hq
@oilgascanada

Top Mentioned in G5:
@npca
@secbernhardt
@blmnational
@interior
@taxpayers
@sltrib
@dianesbaker1
@wendybugliari
@tentoads4truth
@arapaho415

Top Mentioned in G6:
@earthworks
@fractracker
@oag360
@epa
@ehpinfo
@exxonmobil
@jackson_walker
@houstonchron
@hartenergy
@realdonaldtrump

Top Mentioned in G7:
@txsharon
@devonenergy
@tesla
@agencia_asea
@cleanairpolicy
@pablolopezleg
@earthworks
@therealnumber6
@risepdx
@schwarzenegger

Top Mentioned in G8:
@defenders
@rockymtwild
@senmarkey
@senatorbennet
@senatorcantwell
@senatorcarper
@senatortomudall
@senschumer
@conservationco
@govofco

Top Mentioned in G9:
@adnocgroup
@stats__group
@vallourec
@oilfieldtechmag
@towerresources
@megathoslaw
@helix_esg
@proactive_uk
@shearwatergeo
@bgsgroup_eu

Top Mentioned in G10:
@talktexasoil
@plattsoil
@energyindepth
@extraction_og
@coloradooilgas
@spglobalplatts
@ospreydata
@aeberman12
@katiemehnert
@pinkpetro

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@marcocostavalue
@atsocialmediauk
@nairapark
@bitcoinagile
@evankirstel
@_redfrog
@chuddles11
@dancas2

Top Tweeters in G1:
@marcocostavalue
@nairapark
@kobmaxqueen
@firstpost
@vipmediaevent
@kontannews
@hedgebz
@aethonaia
@callinterview
@angelicfusion

Top Tweeters in G2:
@chidambara09
@thehill
@reuters
@ken_crichlow
@gambiste1
@torontostar
@yocifico
@forbes
@carlosfgarciag
@karakay67

Top Tweeters in G3:
@frazzling
@nembotavy_0101
@angelatange65
@recruiterhoutx
@emgfind
@marinar9801
@cbcnews
@globalnews
@ctvnews
@oct21trud0over

Top Tweeters in G4:
@optioneerjm
@dctftw
@maegan_laporte
@real_dr_roy
@gtopmd
@nikkudix
@lorneclinton
@ljbeebe
@stang_michael
@rickred10

Top Tweeters in G5:
@lovetogive2
@mstepczyk
@geegeebythesea
@sampleatl
@dianesnavely
@ap
@latimes
@chilepeppermama
@dianesbaker1
@dudette9t9

Top Tweeters in G6:
@allan_crawshaw
@huffpostpol
@nbcnews
@frackhazreveal
@denverpost
@theeconomist
@vannschaffner
@triblive
@earthspeakorg
@phippsjm

Top Tweeters in G7:
@_redfrog
@sddphoto
@npsusa
@mlczone
@charluv2011
@luribea68
@olumideidowu
@bostonglobe
@lalitapetila
@markburgerenerg

Top Tweeters in G8:
@moodysally1
@onlywhitetiger
@queenymom
@mizwizmizwiz
@tammyinmt406
@npr
@knammari1
@cogovtweets
@klowgren
@brainspiders

Top Tweeters in G9:
@oladapoyusuf
@proactive_uk
@webwire
@vacancies_bot
@fiorifan
@infoblazeme
@apienergy
@shamirshahar
@bgenebra
@infoblazesea

Top Tweeters in G10:
@cbnnews
@bw
@nvsdata
@plattsoil
@ethicsretweet
@leosawyer11
@talktexasoil
@marktmaclean
@pkolbenschlag
@mwtnews


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