#oilandgas, Twitter, 6/19/2019 6:43:57 PM, 200494


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#oilandgas_2019-06-19_09-48-37.xlsx
#oilandgas_2019-06-19_09-48-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 19, 2019
Short Description:
#oilandgas via NodeXL http://bit.ly/2IsEMZf
@aeberman12
@worldoil
@petroleumshow
@oilgascanada
@robynwins111
@fairquestions
@studebaker1963
@recruiterhoutx
@rkbtoo
@talktexasoil

Top hashtags:
#oilandgas
#oil
#energy
#gas
#offshore
#oott
#wti
#crudeoil
#opec

Description:
Description
The graph represents a network of 3,356 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, 19 June 2019 at 16:50 UTC.

The requested start date was Tuesday, 18 June 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, 5-hour, 26-minute period from Tuesday, 11 June 2019 at 18:33 UTC to Tuesday, 18 June 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 : 3356
Unique Edges : 3706
Edges With Duplicates : 3058
Total Edges : 6764
Number of Edge Types : 3
Tweet : 1986
Mentions : 4666
Replies to : 112
Self-Loops : 1986
Reciprocated Vertex Pair Ratio : 0.027159780410286
Reciprocated Edge Ratio : 0.0528832630098453
Connected Components : 737
Single-Vertex Connected Components : 443
Maximum Vertices in a Connected Component : 1703
Maximum Edges in a Connected Component : 3920
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.381086
Graph Density : 0.000315736745717793
Modularity : 0.545333
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[18] https://docs.google.com/forms/d/e/1FAIpQLSfTKdiIXjFf_3GNllswureo3a_Xv6c7eMWfA1zNos3PEjgR1g/viewform?vc=0&c=0&w=1&usp=mail_form_link
[18] https://www.keloland.com/news/local-news/cheyenne-river-sioux-tribal-police-escort-keystone-xl-workers-off-reservation/2069567096
[13] http://www.fruitlandmanufacturing.com
[11] https://www.adipec.com/conferences/oil-gas-40-conference-brochure-download/
[9] https://globalnews.ca/news/5375564/kenney-alberta-energy-projects-first-nations-chiefs/
[9] https://www.reachx.co/insights/gaurav-sharma-editor-reachx/first-oil-at-lancaster-field-hurricane-energy-plc-hur-share-price
[9] https://oilprice.com/Energy/Energy-General/The-US-Cements-Its-Position-As-World-Leader-In-Oil-Reserves.html
[8] https://www.rystadenergy.com/newsevents/news/press-releases/United-States-cements-its-position-as-world-leader-in-oil-reserves/
[8] https://www.polymerupdate.com/CrudeInsights.aspx
[8] https://wildearthguardians.org/brave-new-wild/climate-energy/beware-the-blindspot/

Top URLs in Tweet in G1:
[9] https://www.adipec.com/conferences/oil-gas-40-conference-brochure-download/
[5] http://www.oilreviewafrica.com/gas/gas/aec-to-host-roadshow-for-oil-and-gas-mining-licensing-rounds-in-china
[5] https://oilprice.com/Energy/Energy-General/The-US-Cements-Its-Position-As-World-Leader-In-Oil-Reserves.html
[5] http://createsend.com/t/i-55D8355D412F32492540EF23F30FEDED
[5] http://short-links.people-ideas-objects.com/UserCommVision
[4] http://www.oilreviewafrica.com/technology/technology/coretrax-unveils-drill-pipe-cleaning-tool-to-reduce-rig-time-cost-and-risk
[4] http://www.oilreviewafrica.com/technical-focus/technical-focus/extending-asset-life-in-the-oil-and-gas-market
[4] http://valleypatriot.com/acadia-insurance-attorney-tries-to-remove-reporter-from-public-trial/?fbclid=IwAR1L0Bu2C-uXt9vlskiydUH86C4-Beyva9R4SVSOxCmwBunWoH94X_XxLqo
[4] http://short-links.people-ideas-objects.com/PreliminarySpecPreamble
[3] http://www.oilreviewafrica.com/events/event-news/south-sudan-calls-for-more-cooperation-with-russia

Top URLs in Tweet in G2:
[9] https://www.reachx.co/insights/gaurav-sharma-editor-reachx/first-oil-at-lancaster-field-hurricane-energy-plc-hur-share-price
[4] https://www.reachx.co/insights/gaurav-sharma-editor-reachx/forward-pipeline-suggests-only-way-is-up-for-petrofac
[4] https://www.insider.co.uk/appointments/offshore-equipment-firm-promotes-engineering-16512169
[3] https://splash247.com/subsea-7-awarded-johan-sverdrup-contract-by-equinor/
[3] https://lnkd.in/eUf6h8u
[3] https://www.rigzone.com/news/opecs_missing_strategy_for_oil_output_cuts_carries_bearish_risks-13-jun-2019-159068-article/
[3] https://www.rigzone.com/news/opecs_missing_strategy_for_oil_output_cuts_carries_bearish_risks-13-jun-2019-159068-article/?utm_source=GLOBAL_ENG&utm_medium=SM_TW&utm_campaign=SHARE_DESKTOP
[3] https://africabusinesscommunities.com/news/lukoil-enters-hydrocarbon-production-project-in-the-republic-of-congo/
[2] https://www.worldoil.com/news/2019/6/9/texas-producers-experiment-pumping-gas-down-wells-amid-glut
[2] https://www.worldoil.com/news/2019/6/17/deltatek-completes-cementing-services-at-totals-ballindalloch-field?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=

Top URLs in Tweet in G3:
[3] https://www.bloomberg.com/news/videos/2019-06-17/opec-faces-major-challenge-keeping-oil-price-at-suitable-levels-iea-video
[3] https://www.oilandgas360.com/vaca-muerta-basin-gets-green-light-from-oil-major/#utm_source=rss&utm_medium=rss&utm_campaign=vaca-muerta-basin-gets-green-light-from-oil-major
[3] https://www.oilandgas360.com/oil-spikes-after-suspicious-tanker-attacks-in-middle-east/#utm_source=rss&utm_medium=rss&utm_campaign=oil-spikes-after-suspicious-tanker-attacks-in-middle-east
[2] https://www.oilandgas360.com/equals-to-merge/#utm_source=rss&utm_medium=rss&utm_campaign=equals-to-merge
[2] https://www.oilandgas360.com/crude-oil-inventories-up-2-2-million-barrels/#utm_source=rss&utm_medium=rss&utm_campaign=crude-oil-inventories-up-2-2-million-barrels
[2] https://www.oilandgas360.com/more-takeaway-on-the-way-4-1-billion-in-pipelines-will-deliver-permian-bakken-oil-production-to-the-gulf/#utm_source=rss&utm_medium=rss&utm_campaign=more-takeaway-on-the-way-4-1-billion-in-pipelines-will-deliver-permian-bakken-oil-production-to-the-gulf
[2] https://www.oilandgas360.com/petrobras-gets-new-offshore-partner/#utm_source=rss&utm_medium=rss&utm_campaign=petrobras-gets-new-offshore-partner
[2] https://www.oilandgas360.com/cheniere-appoints-new-board-member/#utm_source=rss&utm_medium=rss&utm_campaign=cheniere-appoints-new-board-member
[2] https://www.oilandgas360.com/new-partnership-to-acquire-upstream-assets/#utm_source=rss&utm_medium=rss&utm_campaign=new-partnership-to-acquire-upstream-assets
[2] https://www.oilandgas360.com/commonwealth-lng-lays-groundwork-for-1-5-mtpa-deal/#utm_source=rss&utm_medium=rss&utm_campaign=commonwealth-lng-lays-groundwork-for-1-5-mtpa-deal

Top URLs in Tweet in G4:
[18] https://www.keloland.com/news/local-news/cheyenne-river-sioux-tribal-police-escort-keystone-xl-workers-off-reservation/2069567096
[3] https://thenarwhal.ca/how-albertas-biggest-oil-companies-are-still-raking-in-billions/
[1] https://www.theglobeandmail.com/business/article-slumping-crude-prices-combine-with-host-of-new-fears-about-industrys/
[1] https://twitter.com/jkenney/status/1139545299238752256
[1] https://www.gofundme.com/fair-questions-documentary-film?utm_medium=email&utm_source=customer&utm_campaign=p_email%2B1020-sharing-invite-v5
[1] http://fw.to/AcuXPUB
[1] https://twitter.com/RobynWins111/status/1139409849161175040
[1] https://twitter.com/RobynWins111/status/1139411946275397633
[1] https://aptnnews.ca/2019/06/11/alberta-creates-1b-fund-for-indigenous-investment-in-energy/
[1] https://twitter.com/amber4913/status/1139036720836632576

Top URLs in Tweet in G5:
[2] https://www.houstonchronicle.com/business/chron-100/article/Marathon-Oil-Corp-transforms-itself-into-a-13943348.php?utm_campaign=CMS%20Sharing%20Tools%20(Premium)&utm_source=t.co&utm_medium=referral
[2] https://thehill.com/policy/energy-environment/446004-trump-energy-officials-label-natural-gas-freedom-gas
[1] https://twitter.com/CandiceBernd/status/1138454209559453696
[1] https://twitter.com/blueroads_tx/status/1138877231785267200
[1] https://www.tiredearth.com/news/pope-francis-declares-climate-emergency-and-urges-action
[1] https://speculatorsanonymous.com/articles/corporate-debt-europe-clo/
[1] https://twitter.com/BerksGasTruth/status/1140310039124688896
[1] https://thesolutionsproject.org/
[1] https://twitter.com/solarforoil1/status/1133776535452733440
[1] https://twitter.com/atx_markstover/status/1138318270405255168

Top URLs in Tweet in G6:
[6] http://bt.e-ditionsbyfry.com/publication/?i=276651&p=26
[6] http://ocreg.controleng.com/onecount/validate_server/getCookie.php?return=http%3A%2F%2Fwww.controleng.com%2Fsingle-article%2Fextracting-full-value-from-operational-data%2F34e2b3cf7d3c94a083c2053d46736ca2.html
[5] https://www.controleng.com/index.php?id=2805&tx_ttnews%5Btt_news%5D=137631&cHash=ffce8fea513fe4ec8fec8569730b5648
[4] https://www.controleng.com/single-article/ensuring-pipeline-physical-and-cyber-security/a0f2373b0adc20ac7cc40aef5a52b2a8.html
[4] https://www.controleng.com/single-article/using-a-historian-to-store-machine-data/b8771e04a4e827685d1a6ab9dd3653e2.html
[3] http://ocreg.controleng.com/onecount/validate_server/getCookie.php?return=http%3A%2F%2Fwww.controleng.com%2Fsingle-article%2Fhelping-operators-navigate-the-new-operational-landscape%2Fbae746fa2f40aa09b7a608f1a35c66aa.html
[3] http://ocreg.controleng.com/onecount/validate_server/getCookie.php?return=http%3A%2F%2Fwww.controleng.com%2Fsingle-article%2Ftechnology-helps-deliver-a-smoother-handoff%2F07b3f5ae716d15587a3ab5fe92a0fdf7.html
[3] http://ocreg.controleng.com/onecount/validate_server/getCookie.php?return=http%3A%2F%2Fwww.controleng.com%2Fsingle-article%2Fusing-pid-for-motion-control-robotics%2Fe7aaa829463fad4a90a35b77dca57ecd.html
[3] http://ocreg.controleng.com/onecount/validate_server/getCookie.php?return=http%3A%2F%2Fwww.controleng.com%2Fsingle-article%2Fcountry-intelligence-report-mexico%2F3f5a9ca9a1675b1042a920a4820fe232.html
[3] http://ocreg.controleng.com/onecount/validate_server/getCookie.php?return=http%3A%2F%2Fwww.controleng.com%2Fsingle-article%2Fdid-you-check-alarm-philosophy-off-the-list-and-move-on-to-the-next-stage-of-alarm-management%2Fe265e81222aeac9877e3ce14f739f936.html

Top URLs in Tweet in G7:
[8] https://wildearthguardians.org/brave-new-wild/climate-energy/beware-the-blindspot/
[7] http://hosted-p0.vresp.com/1914117/1353d97e39/ARCHIVE
[5] http://hosted-p0.vresp.com/1914117/2a21cee864/ARCHIVE
[5] https://mikelevin.house.gov/media/press-releases/representative-levin-introduces-legislation-strengthen-public-land-protections
[4] https://coloradosun.com/2019/06/14/colorado-oil-gas-wars-rulemaking/
[3] https://www.coloradopolitics.com/news/blm-asked-to-delay-federal-oil-gas-leases/article_12576a74-8c40-11e9-893f-3ff342cd3ce9.html
[3] http://hosted-p0.vresp.com/1914117/ba78067ab3/ARCHIVE
[2] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1010
[2] http://hosted-p0.vresp.com/1914117/d704d413f0/ARCHIVE
[2] https://rockymountainwild.org/take-action-now-to-protect-vital-habitat-for-colorado-species

Top URLs in Tweet in G8:
[7] https://context.capp.ca/interviews/energy-tomorrow/nikanotee_fen?utm_source=twitter&utm_medium=context&utm_campaign=energy%20tomorrow&utm_content=nikanotee%20fen%20animation
[6] https://globalnews.ca/news/5375564/kenney-alberta-energy-projects-first-nations-chiefs/
[6] https://www.oilandgasproductnews.com/article/31141/capp-slams-federal-government-for-rejecting-senate-amendments-to-bill-c-69
[6] http://www.psac.ca/business/GMPFirstEnergy/
[6] http://www.subcontractsindia.com/sblc-.html
[4] https://calgarysbusiness.ca/breaking-news/alberta-small-business-owners-raising-pipeline-awareness/
[4] http://www.subcontractsindia.com/consultancy.html
[3] https://calgarysbusiness.ca/breaking-news/any-further-trans-mountain-delay-says-canada-closed-for-business-capp/
[3] https://calgarysbusiness.ca/breaking-news/alberta-ag-sector-jobs-down-18-7-in-four-years-atb/
[3] http://www.subcontractsindia.com/global-oil---gas-trade-platform.html

Top URLs in Tweet in G9:
[1] https://www.eventbrite.ca/e/over-a-barrel-rethinking-the-activism-against-canadian-oil-gas-tickets-62236088817
[1] https://twitter.com/snoopy/status/1139544306333696000
[1] https://onlinereg.ubmasia.com/Registration.aspx
[1] https://thefutureeconomy.ca/interviews/joy-romero/
[1] https://thefutureeconomy.ca/spotlight-interviews/sandip-lalli/
[1] https://thefutureeconomy.ca/spotlight-interviews/curtis-stange/
[1] https://www.materials.sandvik/en/applications/oil-and-gas-upstream/
[1] https://www.materials.sandvik/
[1] https://twitter.com/bizdiplomacy/status/1138524689700073472
[1] https://twitter.com/SohiAmarjeet/status/1139206688081207297

Top URLs in Tweet in G10:
[1] https://www.vaticannews.va/en/pope/news/2019-06/pope-declares-climate-emergency.html
[1] https://pope-francis-quotes.tumblr.com/post/185592484027/14th-june-vaticannews-by-lydia-okane-pope

Top Domains
Top Domains in Tweet in Entire Graph:
[187] controleng.com
[158] twitter.com
[119] lnkd.in
[115] careerarc.com
[67] oilandgas360.com
[49] co.uk
[47] youtube.com
[45] bloomberg.com
[44] subcontractsindia.com
[42] marketbeat.com

Top Domains in Tweet in G1:
[115] careerarc.com
[29] lnkd.in
[28] twitter.com
[25] oilreviewafrica.com
[22] instagram.com
[21] marketbeat.com
[17] oilprice.com
[15] aplitrak.com
[14] co.uk
[9] adipec.com

Top Domains in Tweet in G2:
[38] worldoil.com
[24] oilandgasvisionjobs.com
[22] lnkd.in
[20] oilfieldtechnology.com
[15] offshoreenergytoday.com
[14] rigzone.com
[13] reachx.co
[13] co.uk
[10] forbes.com
[9] bloomberg.com

Top Domains in Tweet in G3:
[60] oilandgas360.com
[13] bloomberg.com
[2] ft.com
[2] twitter.com
[1] sempralng.com
[1] eia.gov
[1] marketwatch.com
[1] rystadenergy.com
[1] macrovoices.com
[1] enercominc.com

Top Domains in Tweet in G4:
[18] keloland.com
[5] twitter.com
[3] thenarwhal.ca
[1] theglobeandmail.com
[1] gofundme.com
[1] fw.to
[1] aptnnews.ca
[1] forbes.com

Top Domains in Tweet in G5:
[10] twitter.com
[2] houstonchronicle.com
[2] thehill.com
[1] tiredearth.com
[1] speculatorsanonymous.com
[1] thesolutionsproject.org
[1] freemalaysiatoday.com
[1] api.org
[1] alaskajournal.com
[1] chron.com

Top Domains in Tweet in G6:
[187] controleng.com
[52] lnkd.in
[15] oilandgaseng.com
[10] e-ditionsbyfry.com
[10] twitter.com
[6] ow.ly
[5] bloomberg.com
[4] plantengineering.com
[3] co.uk
[3] reuters.com

Top Domains in Tweet in G7:
[18] vresp.com
[11] wildearthguardians.org
[5] house.gov
[4] twitter.com
[4] coloradosun.com
[3] coloradopolitics.com
[3] eenews.net
[3] lnkd.in
[2] denverpost.com
[2] rockymountainwild.org

Top Domains in Tweet in G8:
[44] subcontractsindia.com
[18] oilandgasproductnews.com
[15] calgarysbusiness.ca
[12] capp.ca
[11] globaloilandgastrading.com
[7] globalnews.ca
[6] psac.ca
[3] oilandgasinfo.ca
[3] flipboard.com
[2] jwnenergy.com

Top Domains in Tweet in G9:
[4] twitter.com
[3] thefutureeconomy.ca
[2] materials.sandvik
[2] cias.it
[2] ampelmann.nl
[1] eventbrite.ca
[1] ubmasia.com
[1] stellartech.com
[1] lord.com
[1] parker.com

Top Domains in Tweet in G10:
[1] vaticannews.va
[1] tumblr.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3870] oilandgas
[597] oil
[476] energy
[238] gas
[204] offshore
[169] oott
[167] wti
[154] crudeoil
[147] opec
[121] petroleum



Top Hashtags in Tweet in G1:
[809] oilandgas
[100] energy
[73] oil
[44] gas
[42] engineering
[31] offshore
[31] watertransfer
[24] labor
[22] oilfield
[22] commodities

Top Hashtags in Tweet in G2:
[375] oilandgas
[121] oil
[68] offshore
[54] oott
[52] energy
[46] gas
[39] brent
[33] upstream
[31] crude
[30] natgas

Top Hashtags in Tweet in G3:
[155] oilandgas
[133] oil
[71] oott
[66] fintwit
[63] opec
[62] wti
[58] crudeoil
[29] iran
[26] iraq
[16] shale

Top Hashtags in Tweet in G4:
[72] oilandgas
[18] xl
[18] pipeline
[18] keystonexl
[13] cdnpoli
[12] abpoli
[12] ableg
[5] canada
[4] tmx
[4] carbontax

Top Hashtags in Tweet in G5:
[127] oilandgas
[53] methane
[43] climatecrisis
[15] shale
[11] fracking
[11] greenandblackgold
[11] oott
[8] texas
[8] talktexasoil
[7] fossilfuels

Top Hashtags in Tweet in G6:
[396] oilandgas
[36] opec
[36] engineers
[35] iot
[31] supply
[30] financeandeconomy
[30] energy
[29] putin
[28] baghdad
[26] iraq

Top Hashtags in Tweet in G7:
[112] oilandgas
[26] publiclands
[19] sagegrouse
[18] savegrouse
[17] climate
[12] fracking
[12] keepitintheground
[11] colorado
[11] newmexico
[6] energy

Top Hashtags in Tweet in G8:
[182] oilandgas
[62] oil
[55] petroleum
[49] energy
[43] trade
[34] fuel
[31] gas
[29] business
[29] crude
[27] finance

Top Hashtags in Tweet in G9:
[92] oilandgas
[43] gps2019
[16] calgary
[11] energy
[10] petroleum
[7] canada
[7] oilfield
[6] oga2019
[6] safety
[6] windsocks

Top Hashtags in Tweet in G10:
[74] popefrancis
[74] oilandgas
[74] climatechange
[1] pope

Top Words
Top Words in Tweet in Entire Graph:
[2886] Words in Sentiment List#1: Positive
[2510] Words in Sentiment List#2: Negative
[62] Words in Sentiment List#3: Angry/Violent
[112329] Non-categorized Words
[117726] Total Words
[3874] #oilandgas
[1102] oil
[605] #oil
[597] gas
[563] s

Top Words in Tweet in G1:
[809] #oilandgas
[169] oil
[122] gas
[107] job
[100] #energy
[78] industry
[74] more
[73] #oil
[58] out
[57] energy

Top Words in Tweet in G2:
[375] #oilandgas
[121] #oil
[87] oil
[68] more
[68] #offshore
[56] worldoil
[54] energy
[54] #oott
[52] #energy
[50] s

Top Words in Tweet in G3:
[323] aeberman12
[250] oil
[155] #oilandgas
[152] price
[133] #oil
[102] s
[99] mmb
[96] d
[96] june
[91] gas

Top Words in Tweet in G4:
[149] robynwins111
[111] killing
[103] s
[95] oil
[73] co
[72] #oilandgas
[60] more
[58] g
[55] planet
[55] making

Top Words in Tweet in G5:
[127] #oilandgas
[53] #methane
[52] txsharon
[43] #climatecrisis
[25] stop
[21] future
[21] making
[21] invisible
[21] visible
[20] leodicaprio

Top Words in Tweet in G6:
[400] #oilandgas
[220] oilgaseng
[74] industry
[36] #opec
[36] #engineers
[35] #iot
[31] #supply
[30] #financeandeconomy
[30] #energy
[29] #putin

Top Words in Tweet in G7:
[112] #oilandgas
[33] sale
[32] comment
[31] lease
[30] habitat
[28] period
[27] leasing
[26] #publiclands
[26] sep
[26] '19

Top Words in Tweet in G8:
[182] #oilandgas
[88] oil
[67] gas
[62] #oil
[55] #energy
[55] #petroleum
[51] flipboard
[43] #trade
[41] subcontractsind
[36] oilgascanada

Top Words in Tweet in G9:
[92] #oilandgas
[49] petroleumshow
[43] #gps2019
[21] booth
[18] visit
[16] #calgary
[15] day
[14] s
[13] technology
[12] june

Top Words in Tweet in G10:
[74] #popefrancis
[74] #oilandgas
[74] #climatechange
[73] vaticannews
[73] tells
[73] ceos
[73] multinational
[73] companies
[73] threatens
[73] future

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[369] oil,gas
[218] #oilandgas,industry
[160] #oil,#gas
[143] u,s
[135] #oilandgas,#oil
[134] #oil,#oilandgas
[123] #oilandgas,companies
[113] #oilandgas,#energy
[101] #oott,#oilandgas
[101] olamide_ybnl,#oilandgas

Top Word Pairs in Tweet in G1:
[87] oil,gas
[38] #oilandgas,#energy
[31] #oil,#gas
[31] #oilandgas,#watertransfer
[28] #oilandgas,industry
[26] click,apply
[24] #gas,#oilandgas
[24] #oilandgas,#labor
[23] find,out
[23] see,latest

Top Word Pairs in Tweet in G2:
[30] #oilandgas,#oil
[29] #oil,#gas
[28] #oott,#oilandgas
[25] #gas,#energy
[25] #energy,#oilnews
[25] #power,#jobs
[25] #jobs,#news
[24] #oilnews,#crude
[24] #crude,#brent
[24] #brent,#power

Top Word Pairs in Tweet in G3:
[74] week,ending
[67] u,s
[65] ending,june
[64] oil,price
[61] #oil,#oilandgas
[60] #oott,#oilandgas
[60] #oilandgas,#oil
[60] #oil,#wti
[58] june,7
[57] #wti,#crudeoil

Top Word Pairs in Tweet in G4:
[73] oil,co
[73] co,s
[55] s,making
[54] making,killing
[54] killing,beg
[54] beg,more
[54] more,planet
[54] planet,killing
[54] killing,infrastructure
[54] infrastructure,destroy

Top Word Pairs in Tweet in G5:
[37] #methane,#oilandgas
[20] making,invisible
[19] showing,children
[19] children,doing
[19] doing,future
[19] future,making
[19] invisible,#methane
[19] #oilandgas,visible
[19] visible,#climatecrisis
[19] low,hanging

Top Word Pairs in Tweet in G6:
[72] #oilandgas,industry
[24] #baghdad,#basra
[23] #iraq,#baghdad
[17] #oilandgas,companies
[14] https,t
[14] t,co
[13] #putin,#financeandeconomy
[13] #doha,#engineers
[13] last,week
[12] #supply,#iot

Top Word Pairs in Tweet in G7:
[27] comment,period
[27] #oilandgas,lease
[26] sep,'19
[26] '19,#oilandgas
[25] lease,sale
[23] #oilandgas,leasing
[19] action,needed
[19] blm's,sep
[17] needed,comment
[17] screen,shows

Top Word Pairs in Tweet in G8:
[67] oil,gas
[30] #oil,#oilandgas
[24] c,69
[24] gas,trading
[22] bill,c
[22] #oilandgas,#petroleum
[18] #oil,#gas
[18] #lng,#lpg
[16] sblc,standby
[16] standby,letter

Top Word Pairs in Tweet in G9:
[9] petroleumshow,#gps2019
[9] visit,booth
[8] day,petroleumshow
[6] 18,20
[6] #gps2019,#oilandgas
[5] #oilandgas,rally
[5] #petroleum,show
[5] #oilfield,#oilandgas
[5] #energy,#oilandgas
[5] last,day

Top Word Pairs in Tweet in G10:
[73] #popefrancis,tells
[73] tells,ceos
[73] ceos,multinational
[73] multinational,#oilandgas
[73] #oilandgas,companies
[73] companies,#climatechange
[73] #climatechange,threatens
[73] threatens,future
[73] future,human
[72] vaticannews,#popefrancis

Top Replied-To
Top Replied-To in Entire Graph:
@allengilmer
@maanaknowledge
@shell
@amyaharder
@tallpoppy8
@futureoilgas
@sohiamarjeet
@calgaryherald
@bbcworld
@oesgroup

Top Replied-To in G1:
@oesgroup
@rider_int

Top Replied-To in G2:
@shell
@maanaknowledge
@futureoilgas
@annettehunter77
@petrobras
@rosenberg
@reliance
@dnv
@woodside
@exxon

Top Replied-To in G4:
@laurieadkin
@juliandelejos
@tzeporah
@oilsandsaction
@why_knot1
@wbrettwilson
@essehjay
@tylerwhat16
@fairquestions
@journo_dale

Top Replied-To in G5:
@allengilmer
@amyaharder
@tallpoppy8
@baker_vl
@pauledawson
@arvindpawan1
@grumpygrumpyowl
@helencrobertson
@tracesoftexas
@christicraddick

Top Replied-To in G6:
@ecoatlantic_og

Top Replied-To in G7:
@brendaekstarr
@interior
@earthworks

Top Replied-To in G8:
@oilgascanada

Top Replied-To in G9:
@sohiamarjeet
@togsystems
@sonyasavage
@khampe_
@albertareporter

Top Replied-To in G10:
@vaticannews

Top Mentioned
Top Mentioned in Entire Graph:
@aeberman12
@oilgaseng
@robynwins111
@olamide_ybnl
@ialhajisneh
@mmltpromotions
@vaticannews
@worldoil
@petroleumshow
@txsharon

Top Mentioned in G1:
@txrrc
@stabilityworld
@abhi_kumar16
@americaformom
@caltrode
@torstenluetten
@worldofcontrols
@procstart
@wasteanalytics

Top Mentioned in G2:
@worldoil
@the_oilholic
@aeberman12
@rigzone
@forbes
@cognitedata
@equinorasa
@equinor
@oag360
@bp

Top Mentioned in G3:
@aeberman12
@oag360
@shaleprofile
@gulf_intel
@phemsworth
@forecastcity
@studebaker1963
@enercominc
@trentpjacobs
@neilatkinson58

Top Mentioned in G4:
@robynwins111
@jkenney
@fairquestions
@rkbtoo
@fordnation
@belle_levesque
@cpc_hq
@jjhorgan
@tzeporah

Top Mentioned in G5:
@txsharon
@leodicaprio
@vivarioarriba
@talktexasoil
@amyaharder
@wired
@nblenergy
@joshfoxfilm
@houstonchron
@axios

Top Mentioned in G6:
@oilgaseng
@isssource
@petroleumshow
@controlengtips
@robertmlee
@stepchangeg
@uhouston
@bloomberg
@alialexali1234

Top Mentioned in G7:
@rockymtwild
@repmikelevin
@climatewest
@interior
@gunnysagegrouse
@blmnational
@govmlg
@npca
@agbecerra
@hectorbalderas

Top Mentioned in G8:
@flipboard
@subcontractsind
@oilgascanada
@globaloilgastr1
@noianl
@complast_ltd
@ogpnews
@ittechbuz
@heidimckillop
@workingenergy

Top Mentioned in G9:
@petroleumshow
@oga2019
@panamawindsocks
@futureconomy
@guild_one_inc
@lordcorporation
@canadaaction
@mgxminerals
@sonyasavage
@natgeo

Top Mentioned in G10:
@vaticannews

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@sectest9
@nairapark
@immoralreport
@isthisab0t
@el_universal_mx
@ratingsnetwork
@tradnews_
@chidambara09
@ottlegalrebels

Top Tweeters in G1:
@nairapark
@ratingsnetwork
@kenlenkirk
@arthur59611540
@mindofmo
@miroslavpitak
@moodysinvsvc
@saeverley
@jmomahony
@pricepounders

Top Tweeters in G2:
@newsfromspi
@ramiro1504s
@turfline
@recruiterhoutx
@usatoday
@forbes
@dcarsoncpa_catx
@sunsentinel
@wef
@itrtg

Top Tweeters in G3:
@alerttrade
@tradnews_
@doubleeagle49
@mrnoahitall
@3eani
@enercominc
@armour_brad
@alexios1201
@sahermanam
@atomicnmbr_au79

Top Tweeters in G4:
@debeauxos1
@frazzling
@terrilltf
@punnedit55
@alisonborealis
@dmatkins137
@mak7591
@fleurdelis30
@debbie_dease
@totigerlilly

Top Tweeters in G5:
@markplackett1
@zerohedge
@tenneynaumer
@liberallyjan
@houstonchron
@jonahnro
@yourpalharvey
@thebubblebubble
@wired
@m0x1

Top Tweeters in G6:
@sectest9
@reuters
@cnbc
@usnews
@ajenews
@allizesalgado
@cybersec_feeds
@thomashilbig2
@iot_technojeder
@iottogether

Top Tweeters in G7:
@ayhswtp56
@triblive
@may_gun
@terrelldlewis
@gravitydynamic
@mcclintockmarc
@robynness1
@kemptont
@paxr55
@infomorsels

Top Tweeters in G8:
@isthisab0t
@patriciaannmcd2
@politicolucy
@finopsnews
@ittechbuz
@ahcros
@al_dhalla
@subcontractsind
@scotdevint
@francin_p

Top Tweeters in G9:
@codienec
@corygroshek
@obinson
@jahovathadon
@natgeo
@mrjnow
@lamphieryeg
@fedup_m
@calgarychamber
@calgarystampede

Top Tweeters in G10:
@katriord
@fatherbob
@aveilleur
@ayudaracrecer
@thomasgomez007
@brenisphere
@karlandrew_03
@yabbietol
@lopezayalamario
@enselljudith