#oilandgas, Twitter, 3/20/2019 8:57:55 PM, 191088


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#oilandgas_2019-03-20_10-16-53.xlsx
#oilandgas_2019-03-20_10-16-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2019
Short Description:
#oilandgas via NodeXL http://bit.ly/2TSBftN
@txsharon
@spetweets
@earthworks
@exxonmobil
@ceraweek
@taro_siddiqui
@worldoil
@aeberman12
@talktexasoil
@cnooc_limited

Top hashtags:
#oilandgas
#energy
#oil
#oott
#gas
#ceraweek
#offshore
#crudeoil
#sb181
#methane

Description:
Description
The graph represents a network of 3,437 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, 20 March 2019 at 17:18 UTC.

The requested start date was Tuesday, 19 March 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, 11-hour, 0-minute period from Wednesday, 13 March 2019 at 12:59 UTC to Tuesday, 19 March 2019 at 00:00 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 : 3437
Unique Edges : 3904
Edges With Duplicates : 3155
Total Edges : 7059
Number of Edge Types : 3
Mentions : 4903
Replies to : 133
Tweet : 2023
Self-Loops : 2023
Reciprocated Vertex Pair Ratio : 0.0274469186949767
Reciprocated Edge Ratio : 0.0534274193548387
Connected Components : 694
Single-Vertex Connected Components : 382
Maximum Vertices in a Connected Component : 1902
Maximum Edges in a Connected Component : 4635
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.048567
Graph Density : 0.000335999766967904
Modularity : 0.56644
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[25] https://shallowanddeepwaterexpo.com/
[15] https://chinadeep.info/top-10-oil-services-stocks-by-market-cap/
[13] https://www.forbes.com/sites/gauravsharma/2019/03/13/exxonmobil-eyes-marine-fuel-business-expansion-as-imo-2020-deadline-looms/
[12] https://iiot-world.com/connected-industry/hydrocarbon-leak-detection-technologies-what-to-consider-in-oil-gas-industry/
[10] https://www.spglobal.com/platts/en/market-insights/videos/view-from-the-top/031319-graham-stuart-minister-for-investment-uk-department-of-international-trade
[10] http://revistanuevasenergias.com/2019/03/14/santa-fe-incentiva-la-produccion-de-biogas-en-escuelas-rurales/?utm_content=buffer0bf78&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.canada.ca/en/natural-resources-canada/news/2019/03/minister-sohi-to-announce-clean-energy-funding-for-oil-and-gas-sector.html
[8] https://www.theguardian.com/business/2019/mar/15/us-sec-sues-volkswagen-and-ex-ceo-over-diesel-scandal
[8] https://www.forbes.com/sites/gauravsharma/2019/03/14/smart-rigs-to-digital-retrofits-how-oil-and-gas-explorers-are-getting-lean-and-fit/#7b740f1d10be
[8] https://thenarwhal.ca/b-c-left-holding-massive-bill-for-hundreds-of-orphan-gas-wells-as-frack-companies-go-belly-up/

Top URLs in Tweet in G1:
[8] https://www.geoconvention.com/
[6] http://ow.ly/TyUV30o35zX
[6] https://www.tradingview.com/symbols/OTC-FTMR/
[5] http://www.oilreviewmiddleeast.com/industry/eni-starts-solar-projects-in-pakistan-and-tunisia-s-oil-and-gas-fields
[5] http://www.oilreviewmiddleeast.com/industry/sabic-to-digitise-automate-large-scale-composites-manufacturing
[4] https://www.petroleumcourse.download/menu-video
[4] https://sites.google.com/a/people-ideas-objects.com/the-preliminary-specification/home/modules-discussion/preamble
[3] https://mercercapital.com/energyvaluationinsights/how-to-value-your-ep-company/
[3] https://www.valvesolutions.co/blog/5-reasons-to-subscribe-to-valve-solutions-publisher-plan
[3] http://ow.ly/Nbvs30fU0pu?utm_sq=fpf45crjl4&utm_source=Twitter&utm_medium=social&utm_campaign=NewsBase&utm_content=Sales+posts

Top URLs in Tweet in G2:
[5] https://www.theguardian.com/business/2019/mar/15/us-sec-sues-volkswagen-and-ex-ceo-over-diesel-scandal
[4] https://www.energyindepth.org/colorado-senate-passes-oil-and-gas-bill-in-the-middle-of-a-blizzard/
[3] https://www.energyindepth.org/what-are-they-saying-boulder-bill-being-rushed-through-colorado-senate/
[2] https://www.coloradopolitics.com/opinion/will-legislature-ignore-the-will-of-the-voters-and-wreck/article_fc22ee72-438d-11e9-818b-838f753897ec.html
[2] http://upstreampm.com/jimsar-shale-discovery-could-kick-start-a-shale-revolution-in-china/
[2] https://globalrubbermarkets.com/154360/wastewater-private-equitys-new-black-gold-in-u-s-shale.html
[2] https://www.farmanddairy.com/news/cabot-ends-oil-and-gas-drilling-in-north-central-ohio/540811.html
[2] https://completecolorado.com/
[1] https://www.9news.com/video/news/local/next/truth-testing-oil-and-gas-ads-as-colorado-legislature-considers-new-rules/73-d47c5304-6660-4af4-ad24-0b02f03c3dc7
[1] https://www.bizjournals.com/denver/news/2019/03/14/rimrock-energy-partners-colorado-project.html?ana=e_du_prem&s=article_du&ed=2019-03-14&u=4AdtFESWRDGhmRprKMBNKg033df726&t=1552598124&j=87241681

Top URLs in Tweet in G3:
[6] https://eloqua.upstreamintel.com/LP=23317?utm_source=Social+Media&utm_medium=Brochure+Download&utm_campaign=5048
[6] https://gatewaytoabudhabi.com/setup-oil-gas-company-abu-dhabi-2018/
[5] https://www.pinkpetro.com/empowering-your-career-resiliency/?utm_campaign=2019%20Partners&utm_source=twitter&utm_medium=social&utm_term=CU%20Denver%20GEM%20Program
[4] https://www.pinkpetro.com/join/
[3] https://earthworks.org/blog/a-few-good-bills-in-texas-to-fight-oil-and-gas-air-pollution/#disqus_thread
[3] https://www.chron.com/business/energy/article/Big-Oil-aims-to-kick-its-dirty-methane-habit-13686574.php
[2] https://www.theguardian.com/business/2019/mar/15/us-sec-sues-volkswagen-and-ex-ceo-over-diesel-scandal
[2] https://earthworks.org/blog/conocophillips_step_up/
[2] https://www.pinkpetro.com/event/oil-and-gas-101/
[2] https://www.pinkpetro.com/the-value-and-importance-of-being-a-mentor/

Top URLs in Tweet in G4:
[15] https://chinadeep.info/top-10-oil-services-stocks-by-market-cap/
[7] http://www.artberman.com/macrovoices-interviewthe-world-is-still-over-supplied-with-oil/
[7] http://www.stockhouse.com/companies/quote?symbol=ftmr
[6] https://chinadeep.info/top-40-big-cap-stocks-by-dividend-yield/
[5] https://www.macrohedged.com/free-insights.html
[5] https://chinadeep.info/top-10-shipping-ports-stocks-by-market-cap/
[4] https://oilprice.com/Energy/Energy-General/Venezuelas-Latest-Nightmare-Crude-Oil-In-The-Tap-Water.html
[4] https://oilprice.com/Energy/Oil-Prices/Oil-Prices-To-Skyrocket-If-US-Shale-Stalls.html
[3] https://www.bloomberg.com/news/articles/2019-03-12/venezuela-s-opposition-to-allow-independent-foreign-oil-drilling?utm_medium=social&utm_source=twitter&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-commodities&utm_content=commodities
[3] https://www.polymerupdate.com/CrudeInsights.aspx

Top URLs in Tweet in G5:
[9] https://www.spglobal.com/platts/en/market-insights/videos/view-from-the-top/031319-graham-stuart-minister-for-investment-uk-department-of-international-trade
[6] https://www.businessgateways.com/
[5] https://www.worldoil.com/news/2019/3/17/exxonmobil-delays-19-billion-canada-project-amid-oil-sands-woes
[4] https://www.worldoil.com/news/2019/3/10/oils-big-reset-energy-majors-learn-to-thrive-after-price-crash?hootPostID=c64044ec20324caa1db1d0aeb11629a8
[4] https://www.spglobal.com/platts/en/market-insights/latest-news/oil/031319-algerias-oil-and-gas-industry-faces-challenges-even-with-new-president?utm_source=twitter&utm_medium=social&utm_content=news&utm_term=we-oil&utm_source=hootsuite&utm_medium=twitter&utm_term=plattsoil&utm_content=6d129dcf-f78f-49dc-9bff-aa4e1a9b3ce4&utm_campaign=
[4] https://www.spglobal.com/platts/en/market-insights/latest-news/natural-gas/031519-italys-eni-targets-average-35-year-oil-gas-volume-growth-to-2025?utm_source=hootsuite&utm_medium=twitter&utm_term=plattsgas&utm_content=e19612db-289a-4889-9a2f-42ead65fc1aa&utm_campaign=
[3] https://www.worldoil.com/news/2019/3/12/marathon-mimics-private-equity-hunting-next-big-thing-in-crude?hootPostID=7bdd5023ba9ebe05d81ba3b65b3863ee
[3] https://www.worldoil.com/news/2019/3/13/eni-reports-major-oil-discovery-offshore-angola?hootPostID=a8c8c2500a99fd3fda3cbb8601151241
[3] https://www.worldoil.com/news/2019/3/7/natural-gas-demand-threatened-by-battle-over-home-hookups?hootPostID=45b57c3b42c50271ec98e2f281193452
[3] https://www.worldoil.com/news/2019/3/12/ceraweek-2019-seeks-to-unravel-the-new-world-of-rivalries?hootPostID=8ba597ea1b43f84970f64c5e04d600e1

Top URLs in Tweet in G6:
[6] http://texaslawbook.net
[2] https://www.nytimes.com/2019/03/15/world/americas/venezuela-blackout-maracaibo.html
[2] https://twitter.com/ElNacionalWeb/status/1107683297704976391
[2] https://www.forbes.com/sites/gauravsharma/2019/03/13/exxonmobil-eyes-marine-fuel-business-expansion-as-imo-2020-deadline-looms/#5202ed387a6e
[2] https://www.instagram.com/energyanalyticsinstitute/
[1] https://twitter.com/ElNacionalWeb/status/1106321013036457988
[1] https://energy-analytics-institute.org/2019/03/venezuelas-oil-re-opening-unlikely-before-2024/
[1] https://energy-analytics-institute.org/2019/03/rowan-companies-inks-contract-with-repsol-for-rowan-exl-ii-in-guyana/
[1] https://www.instagram.com/p/BvCQbclgqGT/?utm_source=ig_twitter_share&igshid=tlavl23u3f9q
[1] https://twitter.com/IvanRFreites/status/1106675956947828736

Top URLs in Tweet in G7:
[7] https://calgaryherald.com/opinion/columnists/varcoe-as-u-s-energy-fortunes-rev-up-canada-spins-its-wheels
[4] https://www.jwnenergy.com/article/2019/3/6-major-oilsands-growth-projects-face-completion-delay/
[2] https://www.aboutpipelines.com/en/blog/your-questions-cant-we-just-use-wind-or-solar/?utm_campaign=CEPA_Social&utm_content=1552269991&utm_medium=social&utm_source=twitter
[2] https://www.aboutpipelines.com/en/blog/12-realities-on-energy-change-from-an-energy-realist-part-3/?utm_campaign=CEPA_Social&utm_content=1552271092&utm_medium=social&utm_source=twitter
[2] https://calgarysbusiness.ca/business/canadian-economy-sluggish-energy-sector/
[2] https://calgarysbusiness.ca/calgarys-movers-and-shakers/quorum-leaves-software-footprint/
[2] https://calgarysbusiness.ca/albertas-business2/alberta-economy-forecast-dismal/
[2] https://calgarysbusiness.ca/viewpoint/powerful-anti-oil-canada-halls-power/
[2] https://calgarysbusiness.ca/business/pipelines-infrastructure-lack-cripples-competition/
[2] https://calgarysbusiness.ca/albertas-business2/oil-industry-imperial-slams-alberta/

Top URLs in Tweet in G8:
[3] https://www.nmoga.org/benefits_of_oil_natural_gas_2018
[2] http://www.sharewithusinc.com/sharewithus
[1] https://www.ft.com/content/599af3d6-3f4e-11e9-b896-fe36ec32aece
[1] http://www.ogdo-coonect.com
[1] https://www.abqjournal.com/1291093/lawmakers-send-energy-proposal-to-lujan-grisham.html
[1] https://twitter.com/GovMLG/status/1106992038606569473
[1] https://twitter.com/UKenyatta/status/1105454106565636096

Top URLs in Tweet in G9:
[3] http://infoblaze.com/news/details/25805
[2] https://lnkd.in/ffp6vtc
[2] https://lnkd.in/fCzkXjD
[2] https://www.youtube.com/watch?v=CJ1lwmTg5Qc

[2] https://silixa.com/resources/what-is-distributed-sensing/#DistributedSensing
[2] http://www.thejakartapost.com
[1] https://www.geoexpro.com/articles/2019/03/significant-deepwater-gas-discovery-offshore-south-africa
[1] https://erc.aapg.org/2019/
[1] https://www.geoexpro.com/articles/2019/03/mr-five-per-cent-calouste-gulbenkian
[1] https://ace.aapg.org/2019/

Top URLs in Tweet in G10:
[9] https://www.canada.ca/en/natural-resources-canada/news/2019/03/minister-sohi-to-announce-clean-energy-funding-for-oil-and-gas-sector.html
[6] https://www.canada.ca/en/natural-resources-canada/news/2019/03/alberta-oil-and-gas-sector-to-benefit-from-over-72-million-federal-investment-in-clean-technology-to-help-reduce-pollution-and-create-jobs-in-alberta.html
[3] https://www.worldpipelines.com/business-news/14032019/nace-international-launches-new-website/
[1] https://finance.yahoo.com/news/encouraging-near-term-outlook-oil-131901685.html
[1] https://www.energyvoice.com/oilandgas/194706/oil-and-gas-scratching-the-surface-on-benefits-of-operational-data/
[1] https://oilprice.com/Latest-Energy-News/World-News/Production-Costs-Are-Soaring-In-Norways-Oil-Gas-Industry.html
[1] https://www.energyvoice.com/other-news/194769/ecitb-appoints-new-board-member/
[1] https://www.ecitb.org.uk/professional-management-training/
[1] https://www.worldpipelines.com/contracts-and-tenders/14032019/wood-awarded-construction-contract-from-siemens/
[1] https://www.worldpipelines.com/business-news/13032019/emerson-earns-cybersecurity-certification/

Top Domains
Top Domains in Tweet in Entire Graph:
[207] twitter.com
[127] careerarc.com
[88] oilprice.com
[78] lnkd.in
[54] worldoil.com
[46] oilandgas360.com
[44] youtube.com
[42] forbes.com
[41] co.uk
[41] subcontractsindia.com

Top Domains in Tweet in G1:
[38] lnkd.in
[36] twitter.com
[25] oilreviewmiddleeast.com
[17] instagram.com
[16] ow.ly
[16] feedburner.com
[13] marketbeat.com
[12] aplitrak.com
[11] careerarc.com
[10] co.uk

Top Domains in Tweet in G2:
[18] twitter.com
[7] energyindepth.org
[5] theguardian.com
[3] upstreampm.com
[3] businessjournaldaily.com
[3] completecolorado.com
[2] bizjournals.com
[2] coloradosun.com
[2] facebook.com
[2] chieftain.com

Top Domains in Tweet in G3:
[27] pinkpetro.com
[11] twitter.com
[8] offshoreenergytoday.com
[7] earthworks.org
[6] upstreamintel.com
[6] gatewaytoabudhabi.com
[5] reuters.com
[4] theguardian.com
[3] chron.com
[3] experience.energy

Top Domains in Tweet in G4:
[68] oilprice.com
[26] chinadeep.info
[13] bloomberg.com
[8] artberman.com
[8] twitter.com
[8] reuters.com
[7] stockhouse.com
[6] okt.to
[5] macrohedged.com
[4] spglobal.com

Top Domains in Tweet in G5:
[49] worldoil.com
[46] oilandgas360.com
[23] spglobal.com
[12] businessgateways.com
[8] thenational.ae
[5] twitter.com
[4] pennnet.com
[3] rigzone.com
[2] globalenergy.today
[1] offshoreenergytoday.com

Top Domains in Tweet in G6:
[11] twitter.com
[6] instagram.com
[6] forbes.com
[6] texaslawbook.net
[4] energy-analytics-institute.org
[4] okt.to
[3] radian6.com
[2] nytimes.com
[2] oilholicssynonymous.com
[2] lnkd.in

Top Domains in Tweet in G7:
[12] calgarysbusiness.ca
[7] calgaryherald.com
[5] jwnenergy.com
[4] aboutpipelines.com
[2] capp.ca
[2] youtube.com
[2] twitter.com
[1] cbc.ca
[1] energysafetycanada.com
[1] eply.com

Top Domains in Tweet in G8:
[3] nmoga.org
[2] sharewithusinc.com
[2] twitter.com
[1] ft.com
[1] ogdo-coonect.com
[1] abqjournal.com

Top Domains in Tweet in G9:
[16] lnkd.in
[8] youtube.com
[6] oglinks.news
[4] silixa.com
[4] infoblaze.com
[3] thejakartapost.com
[2] geoexpro.com
[2] aapg.org
[1] smh.re
[1] youtu.be

Top Domains in Tweet in G10:
[15] canada.ca
[12] worldpipelines.com
[4] energyvoice.com
[3] twitter.com
[2] gc.ca
[1] yahoo.com
[1] oilprice.com
[1] org.uk
[1] transmountain.com
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3729] oilandgas
[588] energy
[572] oil
[285] oott
[196] gas
[191] ceraweek
[163] offshore
[161] crudeoil
[153] sb181
[152] methane



Top Hashtags in Tweet in G1:
[631] oilandgas
[89] oil
[76] energy
[33] gas
[31] engineering
[26] naturalgas
[26] oilfield
[25] shale
[25] petroleum
[22] crudeoil

Top Hashtags in Tweet in G2:
[218] oilandgas
[128] sb181
[95] methane
[71] fracking
[66] coleg
[42] copolitics
[32] colorado
[8] climatechange
[8] cosen
[7] fracling

Top Hashtags in Tweet in G3:
[232] oilandgas
[42] methane
[40] energy
[35] ceraweek
[33] cutmethane
[26] womeninenergy
[24] producedwater
[13] climate
[12] shale
[11] fracking

Top Hashtags in Tweet in G4:
[292] oilandgas
[190] oil
[181] energy
[178] oott
[73] crudeoil
[69] gas
[69] markets
[68] crude
[63] trading
[61] wti

Top Hashtags in Tweet in G5:
[217] oilandgas
[68] oil
[30] oilgas
[21] offshore
[21] opec
[17] ceraweek
[17] oag360
[13] shale
[12] exploration
[12] drilling

Top Hashtags in Tweet in G6:
[122] oilandgas
[57] ceraweek
[21] ceraweek2019
[21] oott
[15] repost
[12] latam
[12] houston
[12] energy
[10] cwagora
[7] venezuela

Top Hashtags in Tweet in G7:
[47] oilandgas
[14] energy
[12] basketball
[12] oil
[10] pipelines
[10] alberta
[10] business
[10] businessnews
[10] calgary
[9] economy

Top Hashtags in Tweet in G8:
[93] oilandgas
[28] dyk
[19] womenshistorymonth
[14] oott
[12] nmleg
[12] commodities
[10] nmpol
[9] oilbusiness
[8] gold
[5] permianbasin

Top Hashtags in Tweet in G9:
[62] oilandgas
[11] oil
[10] gas
[10] upstream
[8] offshore
[6] energy
[6] privateequity
[5] ceo
[4] lng
[4] projectmanagement

Top Hashtags in Tweet in G10:
[50] oilandgas
[14] goc
[13] pipelines
[10] cleanenergy
[6] cleantech
[4] oman
[4] smartcities
[4] projectman
[4] mentoring
[4] aberdeen

Top Words
Top Words in Tweet in Entire Graph:
[3255] Words in Sentiment List#1: Positive
[2063] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[113322] Non-categorized Words
[118640] Total Words
[3729] oilandgas
[1672] oil
[972] energy
[910] gas
[558] s

Top Words in Tweet in G1:
[631] oilandgas
[244] oil
[156] gas
[108] energy
[73] more
[71] industry
[56] s
[53] 2019
[48] new
[42] out

Top Words in Tweet in G2:
[218] oilandgas
[128] sb181
[96] methane
[84] colorado
[78] txsharon
[72] fracking
[67] coleg
[64] kcbecker
[58] new
[47] bill

Top Words in Tweet in G3:
[232] oilandgas
[77] spetweets
[55] energy
[51] oil
[48] methane
[46] epa
[43] industry
[43] year
[42] s
[41] earthworks

Top Words in Tweet in G4:
[467] oil
[292] oilandgas
[203] energy
[179] oott
[145] crude
[134] aeberman12
[131] gas
[97] wti
[88] opec
[74] markets

Top Words in Tweet in G5:
[217] oilandgas
[132] oil
[69] worldoil
[66] more
[52] offshore
[51] energy
[45] gt
[41] gas
[40] photo
[36] eni

Top Words in Tweet in G6:
[122] oilandgas
[92] ceraweek
[33] houston
[31] energy
[27] industry
[23] during
[21] ceraweek2019
[21] oott
[20] oil
[19] president

Top Words in Tweet in G7:
[88] oil
[70] gas
[63] t
[62] development
[60] pace
[59] w
[59] over
[58] n
[58] premier
[58] takes

Top Words in Tweet in G8:
[93] oilandgas
[80] new
[67] nmoilandgas
[65] s
[60] mexico
[53] oil
[36] gas
[33] production
[33] more
[28] industry

Top Words in Tweet in G9:
[62] oilandgas
[21] oil
[19] gas
[16] aapg
[13] offshore
[13] spetweets
[12] upstream
[11] ogdclofficial
[11] taro_siddiqui
[8] energy

Top Words in Tweet in G10:
[50] oilandgas
[25] nrcan
[21] sector
[18] minister
[18] sohi
[17] more
[17] titanium
[17] alberta
[15] cnrlcareers
[15] funding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[634] oil,gas
[196] oilandgas,industry
[180] energy,oilandgas
[128] u,s
[123] oil,oilandgas
[122] oilandgas,oil
[106] new,mexico
[102] oilandgas,energy
[101] oott,oilandgas
[91] oilandgas,companies

Top Word Pairs in Tweet in G1:
[114] oil,gas
[24] oilandgas,energy
[20] energy,oilandgas
[20] oil,oilandgas
[19] oilandgas,oil
[18] oilandgas,industry
[17] gas,industry
[17] learn,more
[16] check,out
[15] https,t

Top Word Pairs in Tweet in G2:
[39] kcbecker,sb181
[39] permian,basin
[39] fracking,boom
[38] map,shows
[38] shows,methane
[38] methane,permian
[38] basin,fracking
[38] boom,texas
[38] texas,new
[38] new,mexico

Top Word Pairs in Tweet in G3:
[28] oil,gas
[27] oilandgas,industry
[24] oilandgas,companies
[24] amount,producedwater
[24] producedwater,generated
[24] generated,year
[24] year,oilfield
[24] oilfield,operations
[24] operations,100
[24] 100,billion

Top Word Pairs in Tweet in G4:
[103] energy,oilandgas
[80] oil,gas
[61] oilandgas,crude
[61] gas,oilandgas
[58] oilandgas,oil
[58] oott,oilandgas
[58] commodities,economics
[58] economics,markets
[58] markets,trading
[57] oott,cl_f

Top Word Pairs in Tweet in G5:
[41] oil,oilandgas
[29] oilandgas,oilgas
[29] more,gt
[20] u,s
[17] graham,stuart
[17] stuart,uk
[16] oilandgas,oag360
[15] discovery,offshore
[13] han,seguido
[13] seguido,tweets

Top Word Pairs in Tweet in G6:
[22] during,ceraweek
[17] ceraweek,houston
[16] ihs,markit
[15] markit,vp
[15] vp,carlos
[15] carlos,pascual
[15] pascual,anh
[15] anh,president
[15] president,luis
[15] luis,miguel

Top Word Pairs in Tweet in G7:
[70] oil,gas
[59] gas,development
[58] n,w
[58] w,t
[58] t,premier
[58] premier,takes
[58] takes,aim
[58] aim,feds
[58] feds,media
[58] media,over

Top Word Pairs in Tweet in G8:
[60] new,mexico
[28] mexico,s
[22] nmoilandgas,dyk
[21] oil,natural
[21] natural,gas
[16] s,womenshistorymonth
[16] dyk,basketballs
[16] basketballs,made
[16] made,oilandgas
[16] oilandgas,byproducts

Top Word Pairs in Tweet in G9:
[10] oil,gas
[6] spetweets,aapg
[6] oil,oilandgas
[5] aapg,spetweets
[4] lukoil_int,cnooc_limited
[4] infoblaze,southeastasia
[4] business,oilandgas
[3] oilandgas,energy
[3] discovery,offshore
[3] offshore,angola

Top Word Pairs in Tweet in G10:
[20] oilandgas,sector
[18] minister,sohi
[12] oilandgas,pipelines
[10] titanium,corporation
[9] goc,announce
[9] announce,cleanenergy
[9] cleanenergy,funding
[9] funding,oilandgas
[9] sector,alberta
[8] s,oilandgas

Top Replied-To
Top Replied-To in Entire Graph:
@epa
@kcbecker
@eni
@_philipelder_
@touchstoneexp
@bp_plc
@cathmckenna
@presidentcbcrc
@miltownbucky
@daddysnagz

Top Replied-To in G1:
@geologicsystems

Top Replied-To in G2:
@kcbecker
@ben_78_
@coloradovalues
@eenewsupdates
@rkbtoo
@oranaise
@jayinslee
@jjj5819
@bparnell
@invisiblegnat

Top Replied-To in G3:
@epa
@bp_plc
@exxonmobil
@nmoilandgas
@robert_brescia
@marrie69054223
@nickriccardi
@jburk3r
@earthworks
@axios

Top Replied-To in G4:
@crashagneta
@secpompeo
@dcpmidstreamlp
@reuters

Top Replied-To in G5:
@azure
@abbnorthamerica
@anteroresources
@exxonmobil
@adnocgroup
@cbc_abudhabi

Top Replied-To in G6:
@ceraweek
@accenturestrat

Top Replied-To in G8:
@govmlg

Top Replied-To in G9:
@eni
@aapg
@pttep
@maran
@cnooc
@gtt
@aker
@rowan
@gaslog

Top Mentioned
Top Mentioned in Entire Graph:
@aeberman12
@spetweets
@txsharon
@worldoil
@nmoilandgas
@kcbecker
@rally4resources
@coloradooilgas
@subcontractsind
@ceraweek

Top Mentioned in G1:
@geoconvention
@newsbase
@abhi_kumar16
@mustread_books
@innovoil
@africanpetro
@exprodat
@intertekcb
@nicholasjohn83
@cstorenews_

Top Mentioned in G2:
@txsharon
@kcbecker
@coloradooilgas
@danhaleyco
@completeco
@marshall9news
@kyleclark
@chieftainnews
@geterdonertco
@cohousedem

Top Mentioned in G3:
@spetweets
@epa
@earthworks
@shell
@exxonmobil
@bp_plc
@apienergy
@conocophillips
@epaawheeler
@bp_america

Top Mentioned in G4:
@aeberman12
@hron2018
@eqibeat
@reuters
@macrohedged
@macrovoices
@danielmichael26
@business
@eladratson
@secretaryperry

Top Mentioned in G5:
@worldoil
@plattsoil
@eni
@spglobalplatts
@adnocgroup
@adipecofficial
@erickussalas
@mysterytrader99
@plattsgas
@eia

Top Mentioned in G6:
@ceraweek
@eai_usa
@maanaknowledge
@schneiderelec
@jimcahill
@pietrodpitts
@centricaplc
@clairepooletx
@ihsmarkit

Top Mentioned in G7:
@rally4resources
@oilgascanada
@stjohnsedge
@noianl
@mileone_centre
@miket136
@cslubicki
@prnldotca
@neighbourinn
@bonnyvillecoc

Top Mentioned in G8:
@nmoilandgas
@retaroil
@sharewithusinc
@mackenergycorp
@ogdoconnect
@tullowoilplc
@ukenyatta
@abqjournal
@a
@coloradooilgas

Top Mentioned in G9:
@aapg
@spetweets
@ogdclofficial
@taro_siddiqui
@chevron
@saudi_aramco
@shell_us
@exxonmobil
@youtube
@pwc

Top Mentioned in G10:
@nrcan
@cnrlcareers
@newsroomgc
@eralberta_
@energyvoicenews
@nebcanada
@ecitb_skills
@abinnovates
@sohiamarjeet
@cvmassei

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nairapark
@cyberdomain
@nosqldigest
@libertad717
@evankirstel
@ratingsnetwork
@onahunttoday
@ottlegalrebels
@cnbctradersfan

Top Tweeters in G1:
@ratingsnetwork
@bestustraders
@obamolizer
@cgan_doemela
@cstorenews_
@dickiewood
@captain_marlow
@beachydreamer
@toddbnielsen
@toddbohannon

Top Tweeters in G2:
@onahunttoday
@b1e56df9ce6549f
@9news
@jjj5819
@maryosb36485285
@supertaschablue
@denverchannel
@taxpayers1234
@josmirek
@usafmedic21

Top Tweeters in G3:
@cnbc
@thenextweb
@frackhazreveal
@btrtg
@genemarks
@srzjwalters
@itrtg
@nickriccardi
@faith9250
@pdvsa

Top Tweeters in G4:
@businessinsider
@guardian
@business
@topfivetraders
@reuters
@chriswill1337
@theeconomist
@wstrohmacher
@yasuraskycollin
@superiormar

Top Tweeters in G5:
@jiff01
@kambrone64
@phippsjm
@hwill07
@befreeinfl
@jamesvgingerich
@patchofdarkness
@tsotsoobilove
@plattsoil
@gmonroyenergy

Top Tweeters in G6:
@ecuabot
@clarinetwoman2
@barbarakimmel
@kshahwork
@generalelectric
@jackiediazreyes
@drjasf
@minminas
@ey_oilgas
@mspartner

Top Tweeters in G7:
@recruiterhoutx
@annmcc123
@bobbaileypc
@dave_lauck
@darrenrcochran
@kareyouserious
@isportsanalysis
@moleskidorothy
@spiritcaptain07
@happyfinko

Top Tweeters in G8:
@jimw_in_nm
@vannschaffner
@realitysmacku
@samir_madani
@keylimeburquena
@victoriavenega7
@maryluc777
@themawuena_blog
@pierre_st_roch
@scottbuckner_

Top Tweeters in G9:
@bbcworld
@radiopakistan
@ptiofficial
@dawn_com
@digitaltrends
@splash_247
@infoblazeme
@pid_gov
@infoblazesea
@youtube

Top Tweeters in G10:
@johangreg
@ksp_libs
@yahoofinance
@n8v_calgarian
@energyvoicenews
@act5985
@zactrolley
@mikefromregina
@newsroomgc
@agcc_mary


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