#oilandgas, Twitter, 9/18/2019 2:44:15 AM, 210106


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#oilandgas_2019-09-17_19-12-01.xlsx
#oilandgas_2019-09-17_19-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2019
Short Description:
#oilandgas via NodeXL http://bit.ly/31rXqr4
@oilbot123
@forbes
@aeberman12
@earthworks
@txsharon
@nmvoices
@edcowsar
@epa
@tomkmiec
@interior

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

Description:
Description
The graph represents a network of 4,011 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 Wednesday, 18 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 6-day, 3-hour, 28-minute period from Monday, 09 September 2019 at 20:29 UTC to Sunday, 15 September 2019 at 23:58 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 : 4011
Unique Edges : 4402
Edges With Duplicates : 2437
Total Edges : 6839
Number of Edge Types : 3
Mentions : 4738
Tweet : 1937
Replies to : 164
Self-Loops : 1937
Reciprocated Vertex Pair Ratio : 0.0191468734852157
Reciprocated Edge Ratio : 0.0375743162901308
Connected Components : 885
Single-Vertex Connected Components : 445
Maximum Vertices in a Connected Component : 1976
Maximum Edges in a Connected Component : 4076
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.586423
Graph Density : 0.000261438152313059
Modularity : 0.638608
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[48] 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
[12] 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.valvesolutions.co/blog/7-steps-to-overcome-the-biggest-challenges-while-hiring
[10] https://www.mepec.org/chemme
[9] http://www.WeatherAction.com
[9] https://www.bloomberg.com/tosv2.html?vid=&uuid=0abf4f30-d7d0-11e9-870b-2f62931183ba&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0xNC9zYXVkaS1hcmFtY28tY29udGFpbi1maXJlcy1hdC1mYWNpbGl0aWVzLWF0dGFja2VkLWJ5LWRyb25lcw==
[9] https://www.wsj.com/articles/canadas-oil-market-finds-outlet-in-u-s-demand-11568289600?mod=searchresults&page=1&pos=3

Top URLs in Tweet in G1:
[8] https://www.trading123.net/
[6] 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://calgarysbusiness.ca/business/giving-a-global-perspective-albertas-oil-crisis/

Top URLs in Tweet in G2:
[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://globalnews.ca/news/4482140/andrew-scheer-trans-mountain-plan/
[1] https://twitter.com/maximebernier/status/1171049797446459398
[1] https://www.youtube.com/watch?v=CDCPo273mus&app=desktop


Top URLs in Tweet in G3:
[8] https://www.wsj.com/articles/canadas-oil-market-finds-outlet-in-u-s-demand-11568289600?mod=searchresults&page=1&pos=3
[6] https://www.bloomberg.com/tosv2.html?vid=&uuid=0abf4f30-d7d0-11e9-870b-2f62931183ba&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0xNC9zYXVkaS1hcmFtY28tY29udGFpbi1maXJlcy1hdC1mYWNpbGl0aWVzLWF0dGFja2VkLWJ5LWRyb25lcw==
[6] https://www.rystadenergy.com/newsevents/news/press-releases/us-shale-to-grow-to-14.5-million-bpd-by-2030/
[3] https://www.rystadenergy.com/newsevents/news/press-releases/growth-in-service-industry-set-to-take-a-hit/
[2] http://energy-musings.com/node/478#1
[2] https://www.canadiansforcanadasfuture.ca/
[2] https://www.energyvoice.com/opinion/207025/oil-and-gas-industry-on-brink-of-digital-transformation/
[2] https://energy.economictimes.indiatimes.com/news/oil-and-gas/oil-refining-companies-raise-digital-technology-investment-despite-lower-margins-accenture-study/70978723
[2] https://www.financierworldwide.com/transformation-in-the-oil-gas-industry#.XQtewhZKjcs
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=8862d980-d3e2-11e9-a551-f191da9e8963&url=L29waW5pb24vYXJ0aWNsZXMvMjAxOS0wOS0wOS9zdG9jay1tYXJrZXQtcmVsaWVmLXJhbGxpZXMtYXJlLW5laXRoZXItbG9uZy1ub3ItZnVsZmlsbGluZw==

Top URLs in Tweet in G4:
[7] 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=
[7] 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.hydrocarbonprocessing.com/news/2019/09/massive-flare-at-refinery-caused-by-power-cut?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[6] https://www.datasciencecentral.com/profiles/blogs/oil-amp-gas-and-iot-the-trio-that-takes-the-modern-society-to-a
[5] http://ow.ly/x0Fh50w4FWd?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[4] https://medium.com/@mediarelations/ziyen-inc-afd19b23aadb
[3] https://oilprice.com/Energy/Energy-General/US-Oil-Output-Holds-Steady-As-Amid-Sliding-Rig-Count.html
[3] 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=
[3] https://twitter.com/RichardEudes/status/1171423584247525376

Top URLs in Tweet in G5:
[3] https://twitter.com/jkenney/status/1172259924614602752
[1] https://twitter.com/RichardMadan/status/1172298272473403392
[1] https://twitter.com/paigeraven1/status/1173107855316140033

Top URLs in Tweet in G6:
[7] https://www.concordmonitor.com/New-Hampshire-gov-signs-ban-of-oil-gas-drilling-off-coast-28394239
[1] https://www.denverpost.com/2019/09/06/colorado-serious-air-quality-violator-epa/
[1] https://www.princeton.edu/news/2019/08/15/offshore-oil-and-gas-rigs-leak-more-greenhouse-gas-expected
[1] https://youtu.be/yxnO92j15ZQ
[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://www.theguardian.com/science/2019/sep/15/americans-climate-change-crisis-cbs-poll
[1] https://www.desertsun.com/story/news/environment/2019/09/13/california-no-new-fracking-permits-doggr-crowfoot-oil-gas-spills/2301694001/
[1] https://www.latimes.com/california/story/2019-09-09/california-lawmakers-block-trump-oil-drilling-fracking

Top URLs in Tweet in G7:
[6] http://earthworks.org/still-wasting-PA
[5] https://twitter.com/PNS_News/status/1172118320306429952
[2] https://www.youtube.com/watch?v=deHDKVw6LVQ&feature=youtu.be

[2] http://errorsofenchantment.com/update-from-new-mexicos-booming-permian-basin/
[2] https://twitter.com/pgessing/status/1172608497600487424
[1] https://twitter.com/ReginaBuono/status/1173024228779667457
[1] https://oklahoma.scalefunder.com/gday/giving-day/14329/donate?dept=14339
[1] https://oklahoma.scalefunder.com/gday/giving-day/14329
[1] https://www.csis.org/events/permian-country-evolution-and-impact-oil-and-gas-development-permian-basin
[1] https://okt.to/kmVejK

Top URLs in Tweet in G8:
[5] 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/2019/09/06/feds-sell-oil-gas-leases/
[3] https://www.sltrib.com/news/environment/2019/09/12/taxpayers-are-big-losers/
[2] https://www.apnews.com/2191c3f0c8d147c79fc4411faa397a74
[1] https://www.washingtonpost.com/news/powerpost/paloma/the-energy-202/2019/09/12/the-energy-202-house-rebukes-trump-with-bills-banning-drilling-off-coasts/5d79397d88e0fa7bb93a8aba/
[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

Top URLs in Tweet in G9:
[3] http://wam.ae/ar
[2] https://scottishfinancialreview.com/2019/09/10/cairn-energy-shares-up-amid-strong-results-production/
[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://infoblaze.com/news/details/36695
[2] https://en.vietnamplus.vn/
[2] http://infoblaze.com/news/details/36899
[2] http://www.arabnews.com/
[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://scottishfinancialreview.com/2019/09/16/oil-prices-up-15-after-attack-on-saudi-facilities/

Top URLs in Tweet in G10:
[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] http://northamericanshalemagazine.com/articles/2775/lagoon-continental-agree-to-historic-scoop-stack-water-deal
[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.energyindepth.org/warrens-drilling-ban-pledge-shows-disconnect-with-reality/?154
[1] https://eidclimate.org/latest-epa-data-show-u-s-greenhouse-gas-emissions-at-lowest-levels-since-1992/
[1] https://www.energyindepth.org/iea-benefits-of-shale-revolution-are-only-just-beginning/?154
[1] https://eidclimate.org/four-things-to-know-about-epas-methane-regulations/
[1] https://www.ekaplus.com/event-center/gastech-2019/?utm_content=100429261&utm_medium=social&utm_source=twitter&hss_channel=tw-92940332

Top Domains
Top Domains in Tweet in Entire Graph:
[238] twitter.com
[108] valvesolutions.co
[90] oilprice.com
[72] linkedin.com
[70] flipboard.com
[47] oilandgas360.com
[46] oilandgasvisionjobs.com
[40] pymnts.com
[39] careerarc.com
[37] oilreviewmiddleeast.com

Top Domains in Tweet in G1:
[54] twitter.com
[37] oilreviewmiddleeast.com
[35] petromindo.com
[32] nairapark.com
[31] linkedin.com
[16] oilprice.com
[16] careerarc.com
[10] co.uk
[10] okt.to
[9] instagram.com

Top Domains in Tweet in G2:
[19] twitter.com
[6] calgaryherald.com
[6] thestarphoenix.com
[5] capp.ca
[4] psac.ca
[3] co.uk
[2] globalnews.ca
[2] youtube.com
[2] medicinehatnews.com
[2] edmontonjournal.com

Top Domains in Tweet in G3:
[20] bloomberg.com
[10] rystadenergy.com
[9] wsj.com
[4] energyvoice.com
[3] energy-musings.com
[2] ft.com
[2] boereport.com
[2] twitter.com
[2] canadiansforcanadasfuture.ca
[2] seekingalpha.com

Top Domains in Tweet in G4:
[44] oilandgas360.com
[29] hydrocarbonprocessing.com
[26] oilprice.com
[13] ow.ly
[10] forbes.com
[8] twitter.com
[7] reuters.com
[6] datasciencecentral.com
[4] iogp.org
[4] medium.com

Top Domains in Tweet in G5:
[5] twitter.com

Top Domains in Tweet in G6:
[7] concordmonitor.com
[1] denverpost.com
[1] princeton.edu
[1] youtu.be
[1] insideclimatenews.org
[1] theguardian.com
[1] desertsun.com
[1] latimes.com

Top Domains in Tweet in G7:
[12] twitter.com
[6] earthworks.org
[5] youtube.com
[5] cvsoci.al
[4] okt.to
[2] scalefunder.com
[2] houstonchronicle.com
[2] forbes.com
[2] errorsofenchantment.com
[2] oilmanmagazine.com

Top Domains in Tweet in G8:
[7] sltrib.com
[5] santafenewmexican.com
[2] twitter.com
[2] apnews.com
[1] washingtonpost.com
[1] nytimes.com
[1] latimes.com
[1] seattlepi.com
[1] nwf.org
[1] arcgis.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3530] oilandgas
[541] energy
[540] oil
[247] gas
[210] oott
[176] offshore
[171] actonclimate
[166] keepitwild
[157] petroleum
[154] business



Top Hashtags in Tweet in G1:
[764] oilandgas
[132] oil
[129] energy
[94] gas
[39] minerals
[39] gold
[38] infrastructure
[37] coal
[36] electricity
[36] power

Top Hashtags in Tweet in G2:
[112] oilandgas
[37] ableg
[33] cdnpoli
[27] abpoli
[22] energy
[20] ppc
[19] canadianenergy
[17] niksu
[17] cpc
[12] redwater

Top Hashtags in Tweet in G3:
[107] oilandgas
[85] oil
[82] oott
[61] crudeoil
[59] fintwit
[57] opec
[56] wti
[13] crude
[12] shale
[10] naturalgas

Top Hashtags in Tweet in G4:
[201] oilandgas
[95] oott
[50] oil
[28] oilgas
[28] opec
[24] downstream
[23] energynews
[23] peakoil
[21] refinery
[20] wti

Top Hashtags in Tweet in G5:
[99] oilandgas
[6] cdnpoli
[5] alberta
[4] abpoli
[4] elxn43
[4] cpc
[2] energyeast
[2] trudeau
[1] proud
[1] canadianenergy

Top Hashtags in Tweet in G6:
[42] oilandgas
[28] climatechange
[13] fracking
[11] methane
[7] climatecriminal
[4] banfracking
[3] climatecrisis
[3] mexico
[2] offshore
[2] renewableenergy

Top Hashtags in Tweet in G7:
[78] oilandgas
[12] energy
[11] oil
[6] fracking
[5] cutmethane
[5] pennsylvania
[5] newmexico
[5] nm
[5] jwspotlight
[4] water

Top Hashtags in Tweet in G8:
[70] oilandgas
[8] publiclands
[2] sagegrouse
[2] anwr
[2] protectthearctic
[1] protectourcoast
[1] arcticnationalwildliferefuge
[1] patrickshanahan
[1] boeing
[1] firtash

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

Top Hashtags in Tweet in G10:
[101] oilandgas
[14] wellservicing
[10] energy
[7] demdebate
[7] oil
[7] fridaythe13th
[6] plattsindiaceoseries
[5] houston
[5] ai
[5] oott

Top Words
Top Words in Tweet in Entire Graph:
[3408] Words in Sentiment List#1: Positive
[2101] Words in Sentiment List#2: Negative
[38] Words in Sentiment List#3: Angry/Violent
[116843] Non-categorized Words
[122355] Total Words
[3530] #oilandgas
[937] oil
[589] s
[547] #oil
[541] #energy

Top Words in Tweet in G1:
[764] #oilandgas
[157] oil
[132] #oil
[129] #energy
[94] gas
[94] #gas
[70] s
[65] more
[51] energy
[44] up

Top Words in Tweet in G2:
[112] #oilandgas
[47] industry
[40] support
[37] #ableg
[35] alberta
[35] supports
[35] s
[34] rkbtoo
[32] #cdnpoli
[28] up

Top Words in Tweet in G3:
[229] aeberman12
[122] oil
[107] mmb
[107] #oilandgas
[95] s
[89] week
[86] u
[85] #oil
[82] #oott
[63] 1

Top Words in Tweet in G4:
[201] #oilandgas
[152] oil
[95] #oott
[64] s
[54] saudi
[52] #oil
[51] gas
[49] more
[45] aeberman12
[36] read

Top Words in Tweet in G5:
[99] #oilandgas
[88] canadian
[88] world
[87] produced
[87] best
[87] environmental
[87] standard
[87] single
[87] largest
[87] contributor

Top Words in Tweet in G6:
[50] txsharon
[42] #oilandgas
[34] new
[34] two
[31] believe
[28] #climatechange
[27] serious
[26] poll
[26] thirds
[26] americans

Top Words in Tweet in G7:
[78] #oilandgas
[28] oil
[25] gas
[24] s
[23] industry
[23] saxum_us
[22] earthworks
[19] more
[15] out
[15] companies

Top Words in Tweet in G8:
[70] #oilandgas
[40] ut
[37] lease
[36] industry
[34] npca
[32] secbernhardt
[32] new
[31] offering
[31] 183
[31] 000

Top Words in Tweet in G9:
[93] #oilandgas
[29] #upstream
[18] #business
[16] #pipelines
[15] energy
[15] well
[14] gas
[14] adnocgroup
[13] #offshore
[12] project

Top Words in Tweet in G10:
[102] #oilandgas
[26] s
[20] job
[14] u
[14] industry
[14] tx
[14] #wellservicing
[13] energy
[13] latest
[12] oil

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[316] oil,gas
[206] #oilandgas,drilling
[193] u,s
[193] vote,yes
[184] wildlife,refuge
[183] stop,#oilandgas
[178] arctic,national
[178] national,wildlife
[177] h,r
[177] r,1146

Top Word Pairs in Tweet in G1:
[69] #oil,#gas
[54] 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:
[19] reminder,those
[19] those,support
[19] support,#canadianenergy
[19] #canadianenergy,#ppc
[19] #ppc,party
[19] party,fully
[19] fully,supports
[19] supports,#energy
[19] #energy,industry
[18] edwardgaoppc,reminder

Top Word Pairs in Tweet in G3:
[86] u,s
[68] #oott,#oilandgas
[67] #oilandgas,#oil
[60] week,ending
[57] mmb,d
[56] #oil,#wti
[56] #wti,#crudeoil
[52] #crudeoil,#fintwit
[52] #fintwit,#opec
[39] aeberman12,u

Top Word Pairs in Tweet in G4:
[45] #oott,#oilandgas
[34] oil,gas
[31] more,#oott
[31] read,more
[28] u,s
[26] saudi,arabia
[19] #oilgas,#energynews
[18] oil,prices
[17] #oott,#downstream
[16] #oilprice,#oilandgas

Top Word Pairs in Tweet in G5:
[87] canadian,#oilandgas
[87] #oilandgas,produced
[87] produced,best
[87] best,environmental
[87] environmental,standard
[87] standard,world
[87] world,single
[87] single,largest
[87] largest,contributor
[86] tomkmiec,canadian

Top Word Pairs in Tweet in G6:
[31] txsharon,new
[26] new,poll
[26] poll,two
[26] two,thirds
[26] thirds,americans
[26] americans,believe
[26] believe,#climatechange
[26] #climatechange,crisis
[26] crisis,serious
[26] serious,problem

Top Word Pairs in Tweet in G7:
[23] oil,gas
[9] last,week
[9] air,quality
[9] gas,industry
[8] #oilandgas,waste
[8] co,flunking
[8] flunking,fed
[8] fed,air
[8] quality,standards
[8] standards,2004

Top Word Pairs in Tweet in G8:
[32] #oilandgas,industry
[31] secbernhardt,offering
[31] offering,#oilandgas
[31] industry,ut
[31] ut,183
[31] 183,000
[31] 000,acres
[31] acres,lease
[31] lease,even
[31] even,san

Top Word Pairs in Tweet in G9:
[28] #oilandgas,#upstream
[15] #oilandgas,#pipelines
[9] #upstream,#offshore
[8] #business,#oilandgas
[7] project,#oilandgas
[7] #infoblaze,#middleeast
[7] 900,million
[7] million,contract
[7] contract,adnocgroup
[7] adnocgroup,supply

Top Word Pairs in Tweet in G10:
[14] u,s
[9] #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:
@sassaphrasss
@jkenney
@realdonaldtrump
@justintrudeau
@greenpeaceusa
@bisoninterests
@icowrich
@davidpretty5
@wickens_garth
@nigerialng

Top Replied-To in G1:

Top Replied-To in G2:
@jkenney
@justintrudeau
@davidpretty5
@wickens_garth
@justinmikulka
@laurapennell
@viewfrome
@barbara_starr62
@rkbtoo
@bryce42999372

Top Replied-To in G3:
@oilisnteasy

Top Replied-To in G4:
@bisoninterests
@wmalhittle
@bp_america
@mariannaparraga
@libertybk

Top Replied-To in G5:
@liciacorbella

Top Replied-To in G6:
@sassaphrasss
@icowrich
@energyindepth
@sarahuhl
@arikring
@vivarioarriba

Top Replied-To in G7:
@opicgov
@bstorrow

Top Replied-To in G8:
@j2dumfounded
@brianmaffly
@blmutah
@secbernhardt

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
@txsharon
@veriposgnss
@oilandenergy
@hurricomms
@indivisiblevent
@stephaniekusie

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

Top Mentioned in G2:
@rkbtoo
@oilgascanada
@andrewscheer
@edwardgaoppc
@jkenney
@anna_938
@maximebernier
@peoplespca
@wbrettwilson
@amnesty

Top Mentioned in G3:
@aeberman12
@rystadenergy
@garquake
@oilandenergy
@ericnuttall
@dubaimercantile
@energyvoicenews
@faisalfaeq
@accenture
@jackieforrest

Top Mentioned in G4:
@aeberman12
@oilandenergy
@hydrocarbonproc
@iogp_news
@the_oilholic
@forbes
@oag360
@reuters
@ash27000
@pipelineandgas

Top Mentioned in G5:
@tomkmiec
@stephaniekusie
@cdnagvocate
@liciacorbella
@jeffwatsonyyc
@oilgascanada
@andersonmari7
@iogp_news

Top Mentioned in G6:
@txsharon
@heatwavekgns
@joshfoxfilm
@devonenergy
@fractracker
@finleybruce
@tesla
@agencia_asea
@cleanairpolicy
@pablolopezleg

Top Mentioned in G7:
@saxum_us
@earthworks
@houstonchron
@spe_oe
@marketscale
@epa
@wallworkht
@jackson_walker
@rigzone
@bnppam_com

Top Mentioned in G8:
@npca
@secbernhardt
@blmnational
@interior
@taxpayers
@dianesbaker1
@wendybugliari
@tentoads4truth
@arapaho415
@theangelorsini

Top Mentioned in G9:
@adnocgroup
@stats__group
@oilfieldtechmag
@towerresources
@vallourec
@saudi_aramco
@megathoslaw
@helix_esg
@cairnenergy
@proactive_uk

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

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

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

Top Tweeters in G2:
@frazzling
@nembotavy_0101
@angelatange65
@recruiterhoutx
@emgfind
@gtopmd
@marinar9801
@cbcnews
@g_ozzy
@globalnews

Top Tweeters in G3:
@torontostar
@gana_ship8
@arabnews
@henryfaroh09
@ohk66
@limitedhangout1
@mainiac1820
@stillbigo
@kellyalspals
@bobmakenzie1

Top Tweeters in G4:
@chidambara09
@thehill
@reuters
@yocifico
@forbes
@carlosfgarciag
@denverpost
@karakay67
@reutersbiz
@alejocd

Top Tweeters in G5:
@optioneerjm
@dctftw
@real_dr_roy
@nikkudix
@janie_st_k
@speakeasyjames
@lorneclinton
@ljbeebe
@stang_michael
@rickred10

Top Tweeters in G6:
@sddphoto
@npsusa
@mlczone
@charluv2011
@ken_crichlow
@luribea68
@olumideidowu
@bostonglobe
@lalitapetila
@markburgerenerg

Top Tweeters in G7:
@cnbc
@huffpostpol
@houstonchron
@shellykramer
@frackhazreveal
@theeconomist
@vannschaffner
@triblive
@earthspeakorg
@newshour

Top Tweeters in G8:
@lovetogive2
@mstepczyk
@geegeebythesea
@sampleatl
@dianesnavely
@ap
@latimes
@chilepeppermama
@dianesbaker1
@dudette9t9

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

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


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