#oilandgas, Twitter, 4/24/2019 6:45:30 PM, 194779


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#oilandgas_2019-04-24_09-48-37.xlsx
#oilandgas_2019-04-24_09-48-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 24, 2019
Short Description:
#oilandgas via NodeXL http://bit.ly/2VsdYPO
@aeberman12
@earthworks
@oilgascanada
@rkbtoo
@studebaker1963
@exxonmobil
@oilbot123
@hurricomms
@alexios1201
@talktexasoil

Top hashtags:
#oilandgas
#oil
#energy
#gas
#offshore
#petroleum
#oott
#crudeoil
#crude
#trading

Description:
Description
The graph represents a network of 3,290 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, 24 April 2019 at 16:49 UTC.

The requested start date was Tuesday, 23 April 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, 14-hour, 32-minute period from Tuesday, 16 April 2019 at 09:26 UTC to Monday, 22 April 2019 at 23:59 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 : 3290
Unique Edges : 3709
Edges With Duplicates : 2942
Total Edges : 6651
Number of Edge Types : 3
Mentions : 4376
Tweet : 2143
Replies to : 132
Self-Loops : 2143
Reciprocated Vertex Pair Ratio : 0.0255014326647564
Reciprocated Edge Ratio : 0.0497345627270187
Connected Components : 741
Single-Vertex Connected Components : 438
Maximum Vertices in a Connected Component : 1778
Maximum Edges in a Connected Component : 4196
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.929348
Graph Density : 0.000330751579595243
Modularity : 0.553587
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[27] https://www.660citynews.com/2019/04/17/oil-and-gas-sector-applauds-new-alberta-premiers-many-pro-business-pledges/
[15] https://www.elfinanciero.com.mx/economia/mexico-tiene-reservas-de-crudo-para-ocho-anos
[14] https://www.directorstalk.net/interview-reabold-resources-vg-4-surpasses-everyones-expectations/
[13] https://www.valvesolutions.co/
[11] https://www.coloradoindependent.com/2019/04/16/colorado-fracking-rules-smog-methane/
[9] https://energy-analytics-institute.org/2019/04/15/talos-energy-provides-update-on-zama-2-sti-well-offshore-mexico/
[9] https://www.660citynews.com/2019/04/17/legault-congratulates-kenney-but-says-quebec-wont-accept-new-oil-pipelines/
[9] https://www.spservicesltd.uk/en/variable-speed-drives/?platform=hootsuite
[8] https://globalnews.ca/news/5177265/oil-and-gas-alberta-election-jason-kenney-ucp/
[8] https://twitter.com/kanyenkehanii/status/1118884805838548992

Top URLs in Tweet in G1:
[8] https://chinadeep.info/top-10-shipping-ports-stocks-by-market-cap/
[7] https://www.tradingview.com/symbols/OTC-FTMR/
[6] https://chinadeep.info/top-10-oil-services-stocks-by-market-cap/
[5] http://short-links.people-ideas-objects.com/UserCommVision
[5] http://short-links.people-ideas-objects.com/PreliminarySpecPreamble
[3] https://mercercapital.com/energyvaluationinsights/before-selling-your-oil-and-gas-royalty-interest-read-this-2/
[3] https://oilprice.com/Energy/Energy-General/The-Oil-Price-Anomaly-Turning-Into-A-Trend.html
[3] http://ow.ly/sR3230g8HjA?utm_sq=fpdi1spzk3&utm_source=Twitter&utm_medium=social&utm_campaign=NewsBase&utm_content=Articles
[3] https://petromindo.com/tender
[3] https://chinadeep.info/top-10-chemicals-stocks-by-market-cap/

Top URLs in Tweet in G2:
[10] https://www.coloradoindependent.com/2019/04/16/colorado-fracking-rules-smog-methane/
[5] https://www.santafenewmexican.com/opinion/editorials/a-cloud-over-new-mexico-methane-pollution/article_2779a1d4-e183-582f-9859-586d02460acd.html
[5] https://www.youtube.com/watch?v=yakOJl1e2Lg

[5] https://www.apnews.com/b96dff21a7b44847979cf43356112d01
[5] https://www.santafenewmexican.com/news/local_news/u-s-lawmakers-hear-call-for-stronger-oil-gas-regulations/article_70bcf663-31a2-5551-9ab6-3e2c3f43db6d.html
[4] https://www.denverpost.com/2019/04/21/colorado-air-pollution-oil-gas-sites/
[4] https://www.npr.org/2019/04/16/712877704/colorados-oil-and-gas-regulators-must-now-consider-public-health-and-safety
[4] https://www.denverpost.com/2019/04/15/dan-haley-there-is-no-90-day-regulatory-loophole-on-oil-and-gas-emissions/
[3] https://twitter.com/GovofCO/status/1118286146843357184
[3] https://trib.com/business/environmental-groups-say-wyoming-blm-rushed-review-of-climate-change/article_18dfb1fb-e950-5a9c-92fc-c169d7462c23.html

Top URLs in Tweet in G3:
[6] http://www.oilreviewmiddleeast.com/industry/bp-schneider-electric-sign-five-year-global-frame-agreement
[6] https://www.upstreamintel.com/data/?utm_source=Twitter&utm_medium=Sales+-+Early+bird+discount&utm_campaign=5004
[4] https://www.arescotx.com/about-aresco/oil-investing-tax-shelter/
[4] http://www.petrole-et-gaz.fr/conocophillips-cede-ses-actifs-en-mer-du-nord-a-chrysaor-pour-27-mds-13718/
[3] https://www.worldoil.com/techtalk/rockwell-automation/a-heavy-industry-in-korea-relies-on-integrated-power-package?hootPostID=b7511ea26eb5bc41f5554000feee38dc
[3] https://www.worldoil.com/news/2019/4/19/midland-sees-26-population-growth-over-last-decade
[3] https://cards.twitter.com/cards/18ce54r0nid/77cpi?utm_content=buffer82413&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://cards.twitter.com/cards/18ce54r0nid/77t9m?utm_content=bufferb4516&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.offshore-mag.com/articles/2019/04/chrysaor-to-buy-conocophillips-entire-uk-north-sea-portfolio.html
[3] https://finance.yahoo.com/news/flood-u-oil-exports-coming-040102063.html

Top URLs in Tweet in G4:
[8] https://globalnews.ca/news/5177265/oil-and-gas-alberta-election-jason-kenney-ucp/
[4] https://www.cbc.ca/news/canada/calgary/kenney-oil-by-rail-1.5101897
[2] https://twitter.com/bronwentucker/status/1119409818974834688
[1] https://twitter.com/oilsandsaction/status/1120150891200311296
[1] https://business.financialpost.com/opinion/why-and-how-oil-should-be-shipped-in-canadas-pacific-waters
[1] https://business.financialpost.com/commodities/i-couldnt-even-get-meetings-oil-and-gas-companies-bemoan-investor-apathy
[1] http://www.brusselstimes.com/business/technology/15050/electric-vehicles-emit-more-co2-than-diesel-ones,-german-study-shows?fbclid=IwAR2Gou_Je1ytKPtpOMXMPhrNhGdSFd6aIHBazmMkvyq0EXfJ6JLFka5V-KY&sfns=mo
[1] https://www.macleans.ca/news/canada/in-quebec-a-government-supported-cement-factory-encased-in-hypocrisy/
[1] https://twitter.com/lisaabramowicz1/status/1120058966157950976
[1] https://twitter.com/lamphieryeg/status/1119602026793459712

Top URLs in Tweet in G5:
[2] http://energy-musings.com/node/468#1
[2] http://north-africa.com/libyas-escalating-civil-war-the-oil-dimension/
[1] https://www.dallasfed.org/research/economics/2019/0409.aspx
[1] https://www.bloomberg.com/opinion/articles/2019-04-15/occidental-investors-sell-the-anadarko-rumor
[1] https://seekingalpha.com/article/4254224-natural-gas-oversupplied-prices-still-double-2019?page=6n
[1] https://www.bloomberg.com/news/articles/2019-04-16/u-s-waiver-concern-sees-iranian-oil-buyers-put-imports-on-hold?cmpid=BBD041619_OUS&utm_medium=email&utm_source=newsletter&utm_term=190416&utm_campaign=openamericas
[1] https://www.reuters.com/article/us-oil-opec-russia/russias-gazprom-neft-sees-global-oil-deal-ending-in-mid-2019-idUSKCN1RS1C0
[1] https://www.forbes.com/sites/rrapier/2019/04/16/which-company-could-be-the-next-permian-basin-acquisition-target/#3fad0c225b8e
[1] https://www.bloomberg.com/news/articles/2019-04-16/opec-gambles-with-success-of-production-cuts-as-80-oil-looms
[1] https://www.reuters.com/article/us-saudi-aramco-shell-refinery/aramco-plans-to-buy-shells-stake-in-saudi-refining-jv-sources-idUSKCN1RT118

Top URLs in Tweet in G6:
[13] https://www.elfinanciero.com.mx/economia/mexico-tiene-reservas-de-crudo-para-ocho-anos
[9] https://energy-analytics-institute.org/2019/04/15/talos-energy-provides-update-on-zama-2-sti-well-offshore-mexico/
[4] https://lnkd.in/dnm_SP9
[3] https://shallowanddeepwaterexpo.com/
[2] https://www.weforum.org/agenda/2019/04/american-shale-boom-energy-trends-charts/
[2] https://energy-analytics-institute.org/2019/04/15/latamnrg-argentina-briefs-tgs-330-mln-investments-new-ieasa-president/
[2] http://www.arabnews.com/
[2] http://timesofoman.com
[2] http://infoblaze.com/news/details/27413
[2] http://infoblaze.com/news/details/27454

Top URLs in Tweet in G7:
[7] https://twitter.com/kanyenkehanii/status/1118884805838548992
[2] https://twitter.com/apihtawikosisan/status/1119266507995795456
[1] https://www.cbc.ca/news/canada/british-columbia/14-unist-ot-en-supporters-leave-court-1.5098760?__vfz=medium%3Dsharebar
[1] https://twitter.com/ChristinaMcKeen/status/1120339404885598210
[1] https://thetyee.ca/Opinion/2019/04/16/Victory-Speech-Alberta-Will-Never-Hear/?utm_source=daily&utm_medium=email&utm_campaign=160419
[1] https://thenarwhal.ca/what-albertas-new-ucp-majority-government-means-for-the-environment/
[1] https://thenarwhal.ca/alberta-spending-more-than-we-really-earn-since-1970/
[1] https://twitter.com/georgiastraight/status/1118574940742201349
[1] https://thetyee.ca/Opinion/2019/04/12/Oil-Sands-Workers-Support-Notley/?utm_source=twitter&utm_medium=social&utm_content=041519-4&utm_campaign=editorial-0419

Top URLs in Tweet in G8:
[4] http://napeexpo.com/summer/events/NAPE-Classic-Golf-Tournament
[2] https://twitter.com/prestonridgeoil/status/1117904735795761152
[2] https://twitter.com/beachwoodmg/status/1119695101016539136
[2] https://www.nmoga.org/benefits_of_oil_natural_gas_2018
[1] http://www.investing.com/analysis/commodities-week-ahead-saudis-may-dial-back-oil-cuts-if-us-ends-iran-waivers-200408960
[1] http://www.investing.com/analysis/us-shale-ducs-time-bombs-waiting-to-go-off-on-opec-200407030
[1] http://www.investing.com/analysis/oil-forecasting-200408092
[1] https://www.investing.com/news/commodities-news/oil-barely-moves-in-preholiday-trade-focus-on-trump-action-on-iran-1840149
[1] https://www.investing.com/news/commodities-news/energy--precious-metals--weekly-review-and-calendar-ahead-1841134
[1] https://www.investing.com/news/commodities-news/oil-up-as-us-reports-crude-draw-after-3-weeks-of-builds-1838778

Top URLs in Tweet in G9:
[4] https://www.smart-energy.com/industry-sectors/iot/reasons-behind-6-8-increase-iot-devices-for-oil-gas/#
[4] https://www.siemens.com/press/en/pressrelease/?press=/en/pressrelease/2019/gas-power/pr2019040240gpen.htm&content[]=GP
[2] https://app.livestorm.co/palladian-publications-limited/utilising-double-block-isolation-tools-to-reroute-live-pipelines-without-affecting-production?utm_sq=g26vbww2k3
[1] https://www.worldpipelines.com/business-news/18042019/vallourec-to-supply-seamless-steel-rigid-line-pipe/
[1] https://www.worldpipelines.com/business-news/17042019/new-ceo-of-siemens-oil-gas/
[1] https://www.worldpipelines.com/business-news/16042019/malin-react-appoints-business-unit-manager/
[1] https://www.worldpipelines.com/business-news/16042019/gpa-midstream-association-presents-award-to-dcp-midstream/
[1] https://www.worldpipelines.com/equipment-and-safety/16042019/new-generation-of-subsea-technology-used-in-north-sea/
[1] https://www.worldpipelines.com/business-news/17042019/equitrans-midstream-appoints-senior-vice-president/
[1] https://www.worldpipelines.com/equipment-and-safety/18042019/yokogawa-releases-new-real-time-software/

Top URLs in Tweet in G10:
[5] https://www.polymerupdate.com/CrudeInsights.aspx
[3] https://www.pinkpetro.com/washington-wants-to-know-about-the-energy-workforce-of-the-future/
[3] https://www.reachx.co/insights/gaurav-sharma-editor-reachx/whats-in-store-for-the-oil-market-in-h2-2019
[3] https://www.youtube.com/watch?v=2sS9KVyvnaA&feature=youtu.be

[2] https://www.pinkpetro.com/french-energy-companies-pledge-to-help-notre-dame-cathedral/
[2] https://www.forbes.com/sites/gauravsharma/2019/04/19/u-s-will-import-less-latin-american-oil-no-matter-what-happens-to-venezuela/#574243b84612
[2] https://www.reuters.com/article/usa-products-gasoline-west-coast/u-s-west-coast-gasoline-imports-from-europe-set-for-record-april-idUSL1N21Y0P9
[2] https://oilandgasindustryleaders.com/john-light/
[1] https://lnkd.in/e6_xyW4
[1] https://www.pinkpetro.com/training-the-next-generation-through-stem/

Top Domains
Top Domains in Tweet in Entire Graph:
[224] twitter.com
[151] careerarc.com
[106] subcontractsindia.com
[93] lnkd.in
[60] oilandgas360.com
[60] petromindo.com
[52] oilprice.com
[40] 660citynews.com
[39] youtube.com
[39] oilreviewmiddleeast.com

Top Domains in Tweet in G1:
[151] careerarc.com
[60] petromindo.com
[42] twitter.com
[40] lnkd.in
[22] marketbeat.com
[17] chinadeep.info
[14] instagram.com
[10] people-ideas-objects.com
[9] linkedin.com
[8] co.uk

Top Domains in Tweet in G2:
[37] twitter.com
[13] coloradoindependent.com
[11] denverpost.com
[10] santafenewmexican.com
[8] energyindepth.org
[5] npr.org
[5] earthworks.org
[5] youtube.com
[5] apnews.com
[4] facebook.com

Top Domains in Tweet in G3:
[37] oilreviewmiddleeast.com
[24] twitter.com
[20] oilandgasvisionjobs.com
[19] lnkd.in
[16] reuters.com
[15] offshoreenergytoday.com
[14] pennnet.com
[12] oglinks.news
[11] worldoil.com
[10] offshore-mag.com

Top Domains in Tweet in G4:
[16] twitter.com
[8] globalnews.ca
[5] capp.ca
[4] cbc.ca
[2] financialpost.com
[2] sanjuanbasin2019.com
[1] brusselstimes.com
[1] macleans.ca
[1] thetelegram.com
[1] ctvnews.ca

Top Domains in Tweet in G5:
[11] bloomberg.com
[6] reuters.com
[3] eia.gov
[3] ft.com
[2] energy-musings.com
[2] ing.com
[2] wsj.com
[2] indrastra.com
[2] north-africa.com
[1] dallasfed.org

Top Domains in Tweet in G6:
[19] energy-analytics-institute.org
[17] lnkd.in
[13] com.mx
[10] twitter.com
[6] infoblaze.com
[6] constructionweekonline.com
[3] instagram.com
[3] shallowanddeepwaterexpo.com
[3] arabnews.com
[2] weforum.org

Top Domains in Tweet in G7:
[11] twitter.com
[2] thetyee.ca
[2] thenarwhal.ca
[1] cbc.ca

Top Domains in Tweet in G8:
[7] investing.com
[7] twitter.com
[5] moneyshow.com
[4] napeexpo.com
[2] instagram.com
[2] taleo.net
[2] ow.ly
[2] nmoga.org
[1] financialmirror.com
[1] ekathimerini.com

Top Domains in Tweet in G9:
[8] worldpipelines.com
[4] smart-energy.com
[4] siemens.com
[2] livestorm.co
[2] cias.it
[1] xage.com
[1] entelec.org
[1] telecomtv.com
[1] twitter.com
[1] ericsson.com

Top Domains in Tweet in G10:
[10] pinkpetro.com
[10] dy.si
[8] forbes.com
[5] polymerupdate.com
[5] youtube.com
[3] reachx.co
[3] oilprice.com
[2] lnkd.in
[2] jwnenergy.com
[2] reuters.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3773] oilandgas
[598] oil
[547] energy
[352] gas
[183] offshore
[162] petroleum
[158] oott
[152] crudeoil
[137] crude
[136] trading



Top Hashtags in Tweet in G1:
[877] oilandgas
[159] energy
[138] oil
[98] gas
[74] mining
[63] news
[62] gold
[61] power
[60] electricity
[58] petromindo

Top Hashtags in Tweet in G2:
[334] oilandgas
[89] colorado
[49] copolitics
[41] fracking
[41] publiclands
[34] sb181
[33] coleg
[30] methane
[28] cutmethane
[21] cleanair

Top Hashtags in Tweet in G3:
[354] oilandgas
[60] oil
[46] energy
[39] news
[35] gas
[30] offshore
[27] petroleum
[25] crudeoil
[25] crude
[21] drilling

Top Hashtags in Tweet in G4:
[84] oilandgas
[20] cdnpoli
[19] abpoli
[16] ableg
[11] carbontax
[9] ghg
[8] alberta
[8] fairquestions
[8] renewableenergy
[8] payroll

Top Hashtags in Tweet in G5:
[83] oilandgas
[75] oott
[74] fintwit
[62] oil
[58] opec
[57] wti
[57] crudeoil
[20] shale
[19] naturalgas
[4] fujairah

Top Hashtags in Tweet in G6:
[122] oilandgas
[28] energy
[28] offshore
[23] permian
[19] oott
[18] mexico
[18] upstream
[15] latam
[14] shallowanddeepwater
[12] costaafuera

Top Hashtags in Tweet in G7:
[63] oilandgas
[16] cdnpoli
[9] bcliberals
[8] transmountain
[7] consent
[7] consultation
[5] abpoli
[4] ableg
[3] abvote
[2] educaton

Top Hashtags in Tweet in G8:
[75] oilandgas
[30] texas
[13] energy
[11] oil
[9] opec
[8] commodities
[8] iran
[8] permian
[7] oott
[7] russia

Top Hashtags in Tweet in G9:
[36] oilandgas
[10] pipelines
[8] innovation
[8] internationaloilsummit
[7] iot
[4] oga2019
[3] poweredbymultitech
[3] hottapping
[3] asia
[3] security

Top Hashtags in Tweet in G10:
[73] oilandgas
[38] oott
[20] energy
[12] oil
[10] crude
[10] cdwsocial
[9] wti
[9] brent
[8] permian
[8] crudeoil

Top Words
Top Words in Tweet in Entire Graph:
[3303] Words in Sentiment List#1: Positive
[1738] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[113091] Non-categorized Words
[118132] Total Words
[3773] #oilandgas
[1176] oil
[764] gas
[601] #oil
[547] #energy

Top Words in Tweet in G1:
[877] #oilandgas
[159] #energy
[152] oil
[138] #oil
[124] job
[107] gas
[98] #gas
[76] latest
[74] #mining
[65] more

Top Words in Tweet in G2:
[334] #oilandgas
[101] s
[95] industry
[86] #colorado
[80] air
[69] pollution
[49] #copolitics
[47] climatewest
[42] oil
[42] gas

Top Words in Tweet in G3:
[355] #oilandgas
[83] oil
[63] #oil
[51] worldoil
[50] more
[49] s
[48] offshore
[46] #energy
[44] gas
[39] #news

Top Words in Tweet in G4:
[83] #oilandgas
[75] oil
[58] oilgascanada
[46] gas
[37] natural
[27] bill
[27] fairquestions
[27] know
[27] economic
[23] canada

Top Words in Tweet in G5:
[229] aeberman12
[107] oil
[106] mmb
[99] d
[83] #oilandgas
[81] production
[79] gas
[75] #oott
[74] #fintwit
[73] price

Top Words in Tweet in G6:
[122] #oilandgas
[61] oil
[35] production
[33] 2
[33] offshore
[30] zama
[28] #energy
[28] #offshore
[27] well
[23] read

Top Words in Tweet in G7:
[63] #oilandgas
[60] robynwins111
[41] people
[39] corp
[39] injunction
[39] against
[39] nation
[39] unceded
[39] territories
[16] #cdnpoli

Top Words in Tweet in G8:
[75] #oilandgas
[30] oil
[30] #texas
[23] new
[18] great
[18] texasallianceep
[18] texas
[15] gas
[15] txrrc
[13] #energy

Top Words in Tweet in G9:
[36] #oilandgas
[16] 2019
[15] entelec
[13] booth
[11] see
[11] oil
[11] gas
[10] #pipelines
[10] globlx
[9] senior

Top Words in Tweet in G10:
[73] #oilandgas
[38] #oott
[31] aeberman12
[29] oil
[25] gas
[20] #energy
[18] forbes
[18] s
[14] the_oilholic
[14] 2019

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[474] oil,gas
[264] #oil,#gas
[189] #oilandgas,industry
[154] #oilandgas,#oil
[132] natural,gas
[126] u,s
[107] #oilandgas,#energy
[93] #gas,#oilandgas
[89] #oil,#oilandgas
[87] #oott,#oilandgas

Top Word Pairs in Tweet in G1:
[83] #oil,#gas
[70] oil,gas
[58] #petromindo,#tambang
[58] #power,#oilandgas
[58] #energy,#electricity
[57] #news,#mining
[57] #mining,#coalmining
[57] #coalmining,#petromindo
[56] #electricity,#migas
[55] #gas,#energy

Top Word Pairs in Tweet in G2:
[67] #oilandgas,industry
[38] oil,gas
[34] air,quality
[30] sb,181
[26] #oilandgas,#methane
[26] #methane,pollution
[24] #coleg,#copolitics
[22] 181,#oilandgas
[22] huge,#oilandgas
[22] pollution,problem

Top Word Pairs in Tweet in G3:
[34] #oilandgas,#oil
[27] #oil,#gas
[26] oil,gas
[21] #gas,#energy
[21] #energy,#power
[21] #power,#crudeoil
[21] #crudeoil,#petroleum
[21] #petroleum,#crude
[20] u,s
[20] #crude,#news

Top Word Pairs in Tweet in G4:
[36] oil,natural
[36] natural,gas
[18] infographic,economic
[18] economic,contribution
[18] contribution,canadian
[18] canadian,oil
[18] gas,abundant
[18] abundant,oil
[18] gas,resources
[18] resources,drive

Top Word Pairs in Tweet in G5:
[58] #oott,#oilandgas
[58] #oilandgas,#oil
[58] #fintwit,#opec
[57] #oil,#wti
[57] #wti,#crudeoil
[57] #crudeoil,#fintwit
[54] mmb,d
[45] week,ending
[42] tight,oil
[35] u,s

Top Word Pairs in Tweet in G6:
[29] zama,2
[20] 2,st1
[20] 7,900
[20] read,#permian
[20] #permian,world's
[20] world's,top
[20] top,oil
[20] oil,producer
[20] producer,here's
[20] here's,think

Top Word Pairs in Tweet in G7:
[39] #oilandgas,corp
[39] corp,injunction
[39] injunction,against
[39] against,people
[39] people,nation
[39] nation,unceded
[39] unceded,territories
[38] robynwins111,#oilandgas
[13] robynwins111,#cdnpoli
[13] folks,speeches

Top Word Pairs in Tweet in G8:
[11] public,lands
[10] new,mexico
[8] #texas,#oilandgas
[8] oil,gas
[8] great,news
[7] #opec,#oilandgas
[7] energean,#oilandgas
[7] karish,north
[7] north,exploration
[7] exploration,well

Top Word Pairs in Tweet in G9:
[11] oil,gas
[8] 2019,entelec
[8] #oilandgas,#pipelines
[8] didierhornet,senior
[8] senior,vp
[8] vp,development
[8] development,#innovation
[7] tomorrow,4pm
[7] 4pm,paris
[7] paris,time

Top Word Pairs in Tweet in G10:
[18] #oott,#oilandgas
[10] #oilandgas,#oott
[10] natural,gas
[9] u,s
[9] #energy,#oilandgas
[9] week,ending
[7] hpe's,line
[7] line,converged
[7] converged,server
[7] server,systems

Top Replied-To
Top Replied-To in Entire Graph:
@hpe
@diasporaaz
@repraulgrijalva
@exxonmobil
@bp
@forbes
@ssteingraber1
@oag360
@nnpcgroup
@bisn_tools

Top Replied-To in G1:
@hollandhart

Top Replied-To in G2:
@repraulgrijalva
@ssteingraber1
@nmoilandgas
@lgbaltimore
@cdphe
@ewarren
@janus303
@pkolbenschlag
@fracknoco

Top Replied-To in G3:
@bp
@exxonmobil
@nnpcgroup
@bisn_tools
@bj_ofs
@petrobras
@oceaneering
@saudi_aramco
@ibekachikwu
@atlantica

Top Replied-To in G4:
@jkenney
@politicalham
@sjmuir
@comenjoylife
@cbcthecurrent
@kieserbill
@oilgascanada
@ecojustice_ca
@marcgarneau
@cathmckenna

Top Replied-To in G6:
@petroamazonasep

Top Replied-To in G7:
@fuzzywuzzyto

Top Replied-To in G8:
@txrrc
@realdonaldtrump

Top Replied-To in G9:
@berginsight
@oga2019
@globlx

Top Replied-To in G10:
@hpe
@forbes

Top Mentioned
Top Mentioned in Entire Graph:
@aeberman12
@flipboard
@subcontractsind
@oilgascanada
@robynwins111
@worldoil
@climatewest
@govofco
@blmnational
@660news

Top Mentioned in G1:
@eqibeat
@abhi_kumar16
@newsbase
@moisturevapor8r
@swintontech
@iamsanmie
@sevenlakestech
@backlinkingseo
@corporationdom
@ahmedhany86

Top Mentioned in G2:
@climatewest
@govofco
@blmnational
@danhaleyco
@gracehood
@coloradooilgas
@earthworks
@txsharon
@coloradorising
@allan_crawshaw

Top Mentioned in G3:
@worldoil
@exxonmobil
@arescolp
@conocophillips
@chrysaor_ltd
@chevron
@offshoremgzn
@total
@qatarpetroleum
@worldenergytrad

Top Mentioned in G4:
@oilgascanada
@jkenney
@fairquestions
@alberta_ucp
@wbrettwilson
@reclaimalberta
@radlady
@caralynb
@occupymedic
@politicalham

Top Mentioned in G5:
@aeberman12
@indrastra
@raufnmammadov
@gulf_intel
@jamestowntweets
@tkarasik
@giorgiocafiero
@tankertrackers
@staunovo
@gulfstateanalyt

Top Mentioned in G6:
@pietrodpitts
@spetweets
@dea_global
@eai_usa
@jgrandausa
@saudi_aramco
@trentpjacobs
@sdmexicoexpo
@upstreampmi
@atinaenergy

Top Mentioned in G7:
@robynwins111
@sharonjriley
@cknw
@thetyee
@thenarwhalca

Top Mentioned in G8:
@texasallianceep
@txrrc
@realdonaldtrump
@financialmirror
@investingcom
@kilduffreport
@energyphilflynn
@energean
@tariqzahircta
@talktexasoil

Top Mentioned in G9:
@entelec
@vallourec
@didierhornet
@xageinc
@multitechsys
@siemens_energy
@globlx
@oga2019
@ecolab
@berginsight

Top Mentioned in G10:
@aeberman12
@forbes
@the_oilholic
@biztechmagazine
@eiagov
@pinkpetro
@primaryvision
@moodysinvsvc
@vandanahari_sg
@total

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nosqldigest
@isthisab0t
@gidi_traffic
@honeymoongondol
@sainsburys
@ratingsnetwork
@marriottbonvoy
@ottlegalrebels
@cnbctradersfan

Top Tweeters in G1:
@ratingsnetwork
@bestustraders
@natlawreview
@moisturevapor8r
@ngcareers
@miroslavpitak
@beachydreamer
@mainstreamnews
@4589roger
@toddbnielsen

Top Tweeters in G2:
@honeymoongondol
@kaffe_takk
@recruiterhoutx
@allan_crawshaw
@vanstreetdog
@ap
@oteachjohn
@kelownascott
@nbcnews
@denverpost

Top Tweeters in G3:
@houstonchron
@hwill07
@patchofdarkness
@splash_247
@ilyassakarer1
@offshoreenergyt
@agri_updates
@ey_oilgas
@vlmhardy
@zacksresearch

Top Tweeters in G4:
@softgrasswalker
@torontostar
@annmcc123
@comenjoylife
@kinsellawarren
@i__poet
@rogerxmathew
@dstaples
@friendsoscience
@pensionpayroll

Top Tweeters in G5:
@togura04
@el_spy
@3eani
@tkarasik
@superiormar
@deegrose
@mikezaccardi
@sunchartist
@ml8_ml8
@sep_sal

Top Tweeters in G6:
@marriottbonvoy
@kaijuking23
@prince2project
@pablo_arreola
@arabnews
@nachorgz
@terzima
@khaleejtimes
@google
@pdvsa

Top Tweeters in G7:
@fuzzywuzzyto
@magtell
@terrilltf
@johnfurrtoronto
@dmatkins137
@vansopinion8ted
@cknw
@kevingfox
@sarmcbride
@thephotowagon

Top Tweeters in G8:
@haldonahue
@bewickwren
@kcbluedeminks
@barbarosansalfn
@debbie_dease
@robcflores
@alibakeer
@eastmedmonitor
@fionamullency
@gdblackmon

Top Tweeters in G9:
@data4all
@upstreamonline
@edsontaxita
@ericsson
@smartenergytv
@swiss50
@siemens_energy
@telecomtv
@cisco
@dvautier

Top Tweeters in G10:
@sectest9
@forbes
@akdm_bot
@kvconstant
@polymerupdate
@moodysinvsvc
@cdwgwagov
@ianbremmer
@biztechmagazine
@my_kokua


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