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#oilandgas_2019-07-16_09-48-38.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 16, 2019
Short Description:
#oilandgas via NodeXL http://bit.ly/2khoXuT
@aeberman12
@oilbot123
@rkbtoo
@worldoil
@sharonjriley
@ptiddylicker
@edcowsar
@txsharon
@energyindepth
@woodmackenzie

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

Description:
Description
The graph represents a network of 3,438 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 Tuesday, 16 July 2019 at 16:50 UTC.

The requested start date was Tuesday, 16 July 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 7-day, 7-hour, 43-minute period from Monday, 08 July 2019 at 16:13 UTC to Monday, 15 July 2019 at 23:57 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 : 3438
Unique Edges : 3749
Edges With Duplicates : 2788
Total Edges : 6537
Number of Edge Types : 3
Mentions : 4209
Tweet : 2190
Replies to : 138
Self-Loops : 2190
Reciprocated Vertex Pair Ratio : 0.025455597338733
Reciprocated Edge Ratio : 0.0496473906911142
Connected Components : 847
Single-Vertex Connected Components : 498
Maximum Vertices in a Connected Component : 1484
Maximum Edges in a Connected Component : 3379
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.023213
Graph Density : 0.000300006617917495
Modularity : 0.573687
NodeXL Version : 1.0.1.416

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://ppcedmontonwetaskiwin.nationbuilder.com/convoy_to_red_deer
[13] https://algorithmxlab.com/blog/10-applications-machine-learning-oil-gas-industry/
[13] http://www.gatuntechnologies.com/
[11] https://oilprice.com/Energy/Energy-General/Will-OPEC-Cuts-Trigger-New-Wave-Of-US-Shale-Oil.html#
[11] https://www.coastprotectors.ca/donate_in_kenney_s_name
[9] http://short-links.people-ideas-objects.com/WhitePaperDL
[8] http://cvl.com.ng/training/
[7] http://short-links.people-ideas-objects.com/UserCommVision
[7] http://www.subcontractsindia.com/sblc-.html
[7] http://www.3dsrefiningpetchem.com/

Top URLs in Tweet in G1:
[5] https://soloist.co.uk/job/legal-counsel/
[4] https://www.hartenergy.com/exclusives/whats-affecting-oil-prices-week-july-8-2019-181197
[4] https://www.linkedin.com/jobs/view/1333164133/
[4] https://www.coastalpipeofla.com/
[3] https://www.egyps.com/cfp
[3] https://www.fairwayrock.com/
[3] https://www.nairapark.com/news/1562660920/presidential-panel-wants-n684bn-oil-block-renewal
[3] https://www.nairapark.com/news/1562667452/deal-with-subsidy-ailing-refineries-experts-tells
[3] https://www.nairapark.com/news/1562671751/dpr-closes-illegal-lpg-outlets-ibadan
[3] https://www.nairapark.com/news/1562753868/mark-nigerian-crude-end-theft-nosdra-tells

Top URLs in Tweet in G2:
[7] http://www.subcontractsindia.com/sblc-.html
[6] http://www.subcontractsindia.com/petroleum-prices---discounts.html
[5] http://www.subcontractsindia.com/trade-finance.html
[5] http://www.subcontractsindia.com/project-finance.html
[5] https://flipboard.com/@Subcontract28mi/-funding-for-indian-companies-finance-ca/a-brjYOM4ySOuZAKInZClnpQ%3Aa%3A2722363857-b8e1708550%2Fsubcontractsindia.com
[5] http://www.subcontractsindia.com/energy.html
[5] http://www.subcontractsindia.com/petroleum-buy-offer.html
[5] http://www.subcontractsindia.com/oil---gas-sell-offer.html
[5] http://www.subcontractsindia.com/russian-ports.html
[5] http://www.subcontractsindia.com/petroleum-trade-documents.html

Top URLs in Tweet in G3:
[4] https://www.offshoreenergytoday.com/gallery-pioneering-spirit-vessel-removes-shells-brent-bravo-topsides/
[3] https://www.sap.com/cmp/dg/crm-xh19-int-oilghub/index.html
[3] https://twitter.com/billmckibben/status/1149652104107003905
[2] https://blogs.sap.com/2019/07/02/how-the-experience-economy-blurs-industry-boundaries-with-data-and-technology/
[2] https://twitter.com/SAPIndustries/status/1147963751842361344
[2] https://twitter.com/SAPIndustries/status/1148876015403487233
[2] https://www.youtube.com/watch?v=v4VWbGh6hdc&feature=youtu.be

[2] https://event.on24.com/wcc/r/2043966/403895C941362F309D7E3E9B20E8CE64?partnerref=Social
[2] https://www.rigzone.com/news/cuadrilla_using_shale_site_to_explore_hydrogen_option-2-jul-2019-159211-article/?utm_campaign=DAILY_2019_07_03&utm_source=GLOBAL_ENG&utm_medium=EM_NW_F6
[2] https://www.chron.com/business/energy/article/Callon-Petroleum-acquires-Carrizo-Oil-at-1-21-14095820.php

Top URLs in Tweet in G4:
[5] https://www.oilandgasvisionjobs.com/news-item/nuberg-epc-signs-contract-to-deliver-chlor-alkali-plant-in-morocco
[3] https://energypostweekly.eu/opec-is-driving-itself-to-irrelevance-with-farcical-aplomb/
[3] https://www.oilandgasvisionjobs.com/news-item/north-sea-portfolio-could-be-cash-cow
[2] https://www.forbes.com/sites/gauravsharma/2019/07/10/aker-bps-mathematician-ceo-says-his-tech-company-just-happens-to-produce-oil/#45c48fe7386e
[2] https://www.chron.com/business/energy/article/Callon-Petroleum-acquires-Carrizo-Oil-at-1-21-14095820.php
[2] https://www.kallanishenergy.com/2019/07/15/anadarko-shareholders-to-vote-aug-8-on-occidental-offer/
[2] https://www.kallanishenergy.com/2019/07/09/pef-arc-raises-780m-for-canadian-og-fund/
[2] https://www.kallanishenergy.com/2019/07/10/blm-seeks-comment-on-lease-sales-in-new-mexico-oklahoma/
[2] https://www.kallanishenergy.com/2019/07/10/nearly-all-natgas-used-in-us-in-2018-produced-domestically/
[2] http://www.offshoreenergytoday.com/polish-oil-company-enters-another-north-sea-field/

Top URLs in Tweet in G5:
[11] https://www.coastprotectors.ca/donate_in_kenney_s_name
[5] https://aptnnews.ca/2019/07/13/reconciliation-pipeline-how-to-shackle-native-people/
[5] https://guild1.co/guildone-summer-sessions-2019/
[3] https://twitter.com/RKBtoo/status/1148939285350903808
[3] https://thenarwhal.ca/capp-seeks-to-limit-public-involvement-in-alberta-energy-projects-lobbying-records/
[2] https://context.capp.ca/infographics/2018/infographic_2-billion-on-environmental-research?utm_source=twitter&utm_medium=context&utm_campaign=infographics&utm_content=%242B%20invest%20enviro%20performance
[2] https://guild1.co/energy-block-exchange-2/
[2] https://guild1.co/products/
[1] https://twitter.com/RKBtoo/status/1148600942578884609
[1] https://calgaryherald.com/business/energy/varcoe-kenney-initiates-review-into-alberta-energy-regulator

Top URLs in Tweet in G6:
[4] https://www.cbc.ca/news/canada/british-columbia/jet-fuel-pipeline-yvr-1.4675302
[1] https://twitter.com/JaroGiesbrecht/status/1149805882688978944
[1] https://www.amazon.com/Bomb-Trains-Industry-Regulatory-Failure/dp/1072181339/ref=sr_1_2?keywords=bomb+trains&qid=1562162918&s=gateway&sr=8-2
[1] https://twitter.com/paulmanly/status/1147717633627676672
[1] https://twitter.com/kidderjohn/status/1150436236961542146
[1] https://twitter.com/stephen_taylor/status/1149777710333550592
[1] https://twitter.com/JustinTrudeau/status/1149755424515792898?s=19
[1] https://twitter.com/calgaryherald/status/1149497326303506432

Top URLs in Tweet in G7:
[5] https://www.hcn.org/articles/corruption-staffers-allege-misconduct-at-blms-busiest-oil-and-gas-office
[5] http://hosted-p0.vresp.com/1914117/d684a2062e/ARCHIVE
[4] https://rockymountainwild.org/take-action-now-to-protect-vital-habitat-for-colorado-species
[2] https://progressnownm.org/?p=202811
[2] https://earthworks.org/still-wasting-ny
[2] https://wildearthguardians.org/brave-new-wild/climate-energy/toxic-air-pollution-still-pouring-through-loophole/
[2] http://hosted-p0.vresp.com/1914117/9ee67581c4/ARCHIVE
[1] https://wildearthguardians.org/brave-new-wild/climate-energy/guardians-sues-to-protect-northern-arizona-groundwater/
[1] https://twitter.com/highcountrynews/status/1149342079920640001
[1] https://www.westword.com/news/colorado-major-new-greenhouse-gas-report-explained-11408036

Top URLs in Tweet in G8:
[6] https://www.energyindepth.org/oil-and-gas-powers-record-revenue-in-new-mexico/
[6] http://www.ssbless.com/
[4] https://www.barrons.com/articles/oil-is-spiking-as-supplies-drop-and-tension-rises-with-iran-51562853970
[4] https://www.eia.gov/todayinenergy/detail.php?id=40012
[2] https://eidclimate.org/new-report-warns-turning-away-from-oil-natural-gas-will-cost-united-states-4-5-trillion/
[2] https://www.blackpressusa.com/the-texas-oil-gas-association-txoga-providing-opportunities/
[2] https://www.texastribune.org/2019/07/09/ut-system-spends-160-million-financial-aid-ut-austin-students/
[1] https://www.nature.com/articles/d41586-019-02042-4
[1] https://www.wsj.com/articles/oil-giant-shells-pivot-to-electricity-could-bring-investors-less-sizzle-11563015600?shareToken=st4f7b85d65938401ba7d0b4fa904be4ae
[1] https://www.worldoil.com/news/2019/7/9/mexico-s-moratorium-on-oil-auctions-gives-rival-brazil-an-edge

Top URLs in Tweet in G9:
[6] https://www.worldoil.com/news/2019/7/9/mexico-moratorium-on-oil-auctions-giving-rival-brazil-an-edge?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[5] https://unify.bhge.com/
[5] https://www.worldoil.com/news/2019/7/9/petrochina-worth-less-than-its-energy-reserves-in-the-ground?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://www.worldoil.com/news/2019/7/8/bp-oil-tanker-shelters-in-persian-gulf-on-fear-of-iran-retaliation?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://www.worldoil.com/news/2019/7/10/activists-take-control-of-eqt-board-in-proxy-fight?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://www.worldoil.com/news/2019/7/12/npd-reports-june-production-figures-below-forecast?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://www.worldoil.com/news/2019/7/1/conocophillips-submits-re-development-plan-for-tor-field?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://www.worldoil.com/news/2019/7/8/oil-holds-above-57-as-iran-tension-stirs-concern-over-supply?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://www.worldoil.com/news/2019/7/11/cuadrilla-confirms-return-to-uk-frac-operations?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=
[2] https://www.worldoil.com/news/2019/7/15/callon-to-acquire-carrizo-in-32-billion-stock-transaction?utm_source=hootsuite&utm_medium=&utm_term=&utm_content=&utm_campaign=

Top URLs in Tweet in G10:
[13] https://algorithmxlab.com/blog/10-applications-machine-learning-oil-gas-industry/
[4] https://www.offshore-mag.com/deepwater/article/14036076/deepwater-leading-the-way-in-discovered-oil-and-gas-resources
[4] https://www.offshore-mag.com/production/article/14036080/tropical-storm-barry-forces-more-evacuations-in-the-gulf-of-mexico
[3] https://www.automationworld.com/article/technologies/scada/emerson-brings-cloud-based-scada-its-field
[2] https://www.offshore-mag.com/drilling-completion/article/14036118/african-deepwater-frontier-drilling-on-the-rise
[1] https://twitter.com/zerohedge/status/1149039344373698560
[1] https://twitter.com/JavierBlas/status/1149594652057591813
[1] https://oilprice.com/Energy/Crude-Oil/The-Worlds-First-Trillion-Dollar-Oil-Company-Has-A-Big-Problem.html
[1] https://twitter.com/EnergyCredit1/status/1149811188508889088
[1] https://www.bloomberg.com/news/articles/2019-07-12/cracks-show-in-the-permian-s-promise-as-shale-producers-retrench?srnd=premium

Top Domains
Top Domains in Tweet in Entire Graph:
[198] twitter.com
[87] oilandgas360.com
[87] subcontractsindia.com
[80] lnkd.in
[64] worldoil.com
[52] youtube.com
[45] co.uk
[44] oilandgasvisionjobs.com
[42] petromindo.com
[39] bloomberg.com

Top Domains in Tweet in G1:
[45] twitter.com
[42] petromindo.com
[36] nairapark.com
[28] lnkd.in
[17] careerarc.com
[16] co.uk
[15] youtube.com
[14] instagram.com
[14] marketbeat.com
[13] feedburner.com

Top Domains in Tweet in G2:
[87] subcontractsindia.com
[85] oilandgas360.com
[12] bloomberg.com
[10] twitter.com
[9] lnkd.in
[7] reuters.com
[6] hydrocarbonprocessing.com
[5] wsj.com
[5] globaloilandgastrading.com
[5] flipboard.com

Top Domains in Tweet in G3:
[21] twitter.com
[10] rigzone.com
[8] co.uk
[7] deloitte.com
[6] sap.com
[6] gasstrategies.com
[5] offshoreenergytoday.com
[5] businessjournaldaily.com
[4] chron.com
[4] bloomberg.com

Top Domains in Tweet in G4:
[44] oilandgasvisionjobs.com
[23] lnkd.in
[14] oilfieldtechnology.com
[11] offshoreenergytoday.com
[10] kallanishenergy.com
[8] oglinks.news
[7] geoexpro.com
[4] forbes.com
[4] businessgateways.com
[3] energypostweekly.eu

Top Domains in Tweet in G5:
[13] twitter.com
[12] coastprotectors.ca
[9] guild1.co
[8] capp.ca
[5] financialpost.com
[5] aptnnews.ca
[4] thenarwhal.ca
[2] youtube.com
[1] calgaryherald.com
[1] energi.media

Top Domains in Tweet in G6:
[6] twitter.com
[4] cbc.ca
[1] amazon.com

Top Domains in Tweet in G7:
[8] vresp.com
[5] hcn.org
[4] twitter.com
[4] rockymountainwild.org
[3] wildearthguardians.org
[2] progressnownm.org
[2] earthworks.org
[2] desertsun.com
[1] westword.com
[1] latimes.com

Top Domains in Tweet in G8:
[9] energyindepth.org
[6] ssbless.com
[5] wsj.com
[4] barrons.com
[4] eia.gov
[3] eidclimate.org
[2] reuters.com
[2] twitter.com
[2] blackpressusa.com
[2] texastribune.org

Top Domains in Tweet in G9:
[58] worldoil.com
[6] silixa.com
[5] bhge.com
[4] petroskills.com
[2] twitter.com
[1] com.au
[1] gob.mx
[1] list-manage.com
[1] ipieca.org
[1] bulk-distributor.com

Top Domains in Tweet in G10:
[13] algorithmxlab.com
[11] offshore-mag.com
[3] twitter.com
[3] automationworld.com
[3] rystadenergy.com
[2] bloomberg.com
[2] youtube.com
[1] oilprice.com
[1] emerson.com
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3771] oilandgas
[631] oil
[456] energy
[220] gas
[216] offshore
[216] oott
[193] petroleum
[184] shale
[176] wti
[163] crudeoil



Top Hashtags in Tweet in G1:
[842] oilandgas
[123] energy
[109] oil
[70] gas
[48] coal
[47] infrastructure
[47] minerals
[45] power
[43] electricity
[43] gold

Top Hashtags in Tweet in G2:
[416] oilandgas
[243] oil
[136] oott
[124] wti
[113] crudeoil
[103] petroleum
[96] opec
[86] fintwit
[74] energy
[58] crude

Top Hashtags in Tweet in G3:
[192] oilandgas
[32] oil
[31] energy
[19] natgas
[19] shalelaw
[19] shale
[18] naturalgas
[15] offshore
[13] sap
[12] fracking

Top Hashtags in Tweet in G4:
[211] oilandgas
[45] oil
[41] offshore
[41] energy
[40] crude
[40] petroleum
[36] brent
[35] oilnews
[34] gas
[34] jobs

Top Hashtags in Tweet in G5:
[103] oilandgas
[49] cdnpoli
[45] transmountain
[28] stoptmx
[28] bcpoli
[27] climateemergency
[26] vanpoli
[22] abpoli
[16] ableg
[13] tmx

Top Hashtags in Tweet in G6:
[71] cpc
[12] oilandgas
[4] jobs
[4] cdnpoli
[2] oil
[2] gpc
[2] alberta
[2] canada
[2] abpoli
[2] ableg

Top Hashtags in Tweet in G7:
[83] oilandgas
[9] water
[9] sanjuanbasin
[7] fracking
[6] savegrouse
[5] newmexico
[4] nm
[4] climate
[4] standwithgunny
[3] cutmethane

Top Hashtags in Tweet in G8:
[109] oilandgas
[25] energy
[20] oil
[19] texas
[18] natgas
[12] petróleo
[8] water
[8] ssbless
[8] producción
[7] txlege

Top Hashtags in Tweet in G9:
[196] oilandgas
[52] offshore
[45] shale
[39] oil
[28] production
[27] natgas
[20] drilling
[19] opec
[19] petroleum
[18] naturalgas

Top Hashtags in Tweet in G10:
[80] oilandgas
[42] shale
[37] oott
[14] oil
[13] machinelearning
[7] deepwater
[4] automation
[3] drilling
[2] permian
[2] data

Top Words
Top Words in Tweet in Entire Graph:
[2986] Words in Sentiment List#1: Positive
[2178] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[111506] Non-categorized Words
[116671] Total Words
[3768] #oilandgas
[1018] oil
[666] gas
[650] #oil
[590] s

Top Words in Tweet in G1:
[841] #oilandgas
[183] oil
[123] #energy
[117] gas
[109] #oil
[84] more
[70] #gas
[66] s
[56] industry
[54] new

Top Words in Tweet in G2:
[416] #oilandgas
[244] #oil
[211] oil
[211] aeberman12
[155] s
[139] d
[136] #oott
[133] gas
[124] #wti
[120] u

Top Words in Tweet in G3:
[192] #oilandgas
[32] #oil
[31] oil
[31] #energy
[30] txsharon
[28] gas
[28] s
[26] learn
[23] industry
[22] sap

Top Words in Tweet in G4:
[211] #oilandgas
[45] #oil
[41] #offshore
[41] #energy
[40] #crude
[40] #petroleum
[37] spetweets
[36] #brent
[35] #oilnews
[34] #gas

Top Words in Tweet in G5:
[101] #oilandgas
[49] #cdnpoli
[45] #transmountain
[36] oil
[34] coastprotectors
[31] call
[30] public
[30] involvement
[30] projects
[29] sharonjriley

Top Words in Tweet in G6:
[142] video
[74] r_boissonnault
[73] jarogiesbrecht
[72] please
[71] n
[71] watch
[71] everyone
[71] share
[71] amazing
[71] busting

Top Words in Tweet in G7:
[83] #oilandgas
[54] highcountrynews
[43] blm
[39] new
[33] environmental
[28] laws
[28] blmnational
[28] employees
[28] expedite
[27] drilling

Top Words in Tweet in G8:
[109] #oilandgas
[52] s
[44] u
[31] 1
[31] energyindepth
[29] industry
[29] year
[28] more
[26] texasallianceep
[25] #energy

Top Words in Tweet in G9:
[196] #oilandgas
[94] more
[82] worldoil
[52] #offshore
[45] #shale
[39] #oil
[38] petroskills
[34] out
[32] find
[28] #production

Top Words in Tweet in G10:
[80] #oilandgas
[42] #shale
[38] cucky
[37] #oott
[31] oil
[29] gas
[28] companies
[21] mcfukktards
[20] aeberman12
[19] shale

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[438] oil,gas
[248] u,s
[168] #oilandgas,#oil
[165] #oil,#oilandgas
[155] #oil,#gas
[114] #oilandgas,industry
[103] natural,gas
[92] #oott,#oilandgas
[82] find,out
[78] #wti,#crudeoil

Top Word Pairs in Tweet in G1:
[92] oil,gas
[60] #oil,#gas
[43] #gas,#energy
[42] #petromindo,#tambang
[42] #tambang,#coal
[42] #coal,#geothermal
[42] #geothermal,#power
[42] #power,#oilandgas
[42] #oilandgas,#minerals
[42] #minerals,#indonesiancoal

Top Word Pairs in Tweet in G2:
[120] u,s
[101] #oilandgas,#oil
[88] #oil,#oilandgas
[80] oil,gas
[78] #oott,#oilandgas
[74] #oil,#wti
[74] #wti,#crudeoil
[70] #crudeoil,#fintwit
[70] #fintwit,#opec
[53] cash,flow

Top Word Pairs in Tweet in G3:
[19] #shalelaw,hotlink
[15] #oilandgas,#energy
[15] #oilandgas,#natgas
[14] news,loud
[14] loud,boom
[14] boom,reported
[14] reported,yesterday
[14] yesterday,kens5
[14] kens5,ksatnews
[14] ksatnews,friend

Top Word Pairs in Tweet in G4:
[32] #power,#jobs
[32] #jobs,#news
[31] #oilnews,#crude
[31] #petroleum,#power
[30] #crude,#brent
[30] #brent,#petroleum
[29] #oil,#gas
[27] #gas,#energy
[26] #energy,#oilnews
[17] #oilandgas,#oil

Top Word Pairs in Tweet in G5:
[30] public,involvement
[28] obtained,documents
[28] documents,showing
[28] showing,capp
[28] capp,lobbying
[28] lobbying,streamline
[28] streamline,public
[28] involvement,#oilandgas
[28] #oilandgas,projects
[28] projects,call

Top Word Pairs in Tweet in G6:
[71] watch,video
[71] video,everyone
[71] everyone,please
[71] please,share
[71] share,amazing
[71] amazing,video
[71] video,r_boissonnault
[71] r_boissonnault,busting
[71] busting,myths
[71] myths,mainly

Top Word Pairs in Tweet in G7:
[28] environmental,laws
[28] expedite,#oilandgas
[27] #oilandgas,drilling
[26] blmnational,employees
[26] employees,believed
[26] believed,agency
[26] agency,skirting
[26] skirting,environmental
[26] laws,expedite
[26] drilling,new

Top Word Pairs in Tweet in G8:
[44] u,s
[28] #oilandgas,industry
[17] s,#oilandgas
[15] 1,11
[15] 11,billion
[12] #oilandgas,production
[12] activities,public
[12] #oil,#oilandgas
[11] public,lands
[10] united,states

Top Word Pairs in Tweet in G9:
[41] #oilandgas,#offshore
[25] find,out
[24] out,more
[17] #oilandgas,#oilindustry
[16] #oilandgas,#petroleum
[14] read,more
[14] #shale,surges
[14] #oilandgas,#production
[14] #production,find
[13] #naturalgas,#natgas

Top Word Pairs in Tweet in G10:
[24] #shale,#oilandgas
[23] oil,gas
[21] cucky,mcfukktards
[17] cucky,mcfukktard
[16] #oilandgas,companies
[13] 10,applications
[13] applications,machine
[13] machine,learning
[13] learning,oil
[13] gas,#machinelearning

Top Replied-To
Top Replied-To in Entire Graph:
@total
@credorg
@andrew_leach
@wrbailey8
@allengilmer
@anasalhajji
@energycynic
@dof_segob
@energycredit1
@saudi_aramco

Top Replied-To in G1:
@iskillstoolkit

Top Replied-To in G2:
@bp_plc
@malcolmnance
@milagibson

Top Replied-To in G3:
@saudi_aramco
@savoirfaire_2
@grumpygrumpyowl
@konducta4lfe
@ecowmt
@mcdermott_news
@shell
@bcullinane_au
@business

Top Replied-To in G4:
@total
@eni
@chevron
@sdxenergy
@kmarin
@woodside
@exmar
@sparrows
@knutsen
@shi

Top Replied-To in G5:
@andrew_leach
@kinsellawarren
@oilgascanada
@aer_news
@auditorgenab
@wbrettwilson
@jkenney
@mariefrrenaud
@leseniels

Top Replied-To in G6:
@realjrgutierrez
@jarogiesbrecht

Top Replied-To in G9:
@dof_segob
@c3_ai
@bhgeco

Top Replied-To in G10:
@energycredit1
@energycynic
@anasalhajji
@allengilmer
@wrbailey8
@nicolongshort
@rtdukes
@ericnuttall
@market_time
@jamieheard5

Top Mentioned
Top Mentioned in Entire Graph:
@aeberman12
@worldoil
@flipboard
@subcontractsind
@r_boissonnault
@jarogiesbrecht
@highcountrynews
@grpc2019
@spetweets
@oag360

Top Mentioned in G1:
@hron2018
@mass_heat
@ahmedhany86
@canadianresumes
@sdroem
@corporationdom
@panamawindsocks
@ukmarinespace

Top Mentioned in G2:
@aeberman12
@flipboard
@subcontractsind
@oag360
@edcowsar
@globaloilgastr1
@opensquarecap
@worldoil
@talktexasoil
@globaloilrisks

Top Mentioned in G3:
@txsharon
@kens5
@ksatnews
@shell
@saudi_aramco
@exxonmobil
@sapindustries
@rigzone
@bp4oilgas
@business

Top Mentioned in G4:
@spetweets
@chevron
@ogvenergy
@forbes
@total
@taro_siddiqui
@aa
@geoexpro
@the_oilholic
@akerbpasa

Top Mentioned in G5:
@coastprotectors
@sharonjriley
@oilgascanada
@guild_one_inc
@rkbtoo
@robynwins111
@jkenney
@aptnnews
@thenarwhalca
@wbrettwilson

Top Mentioned in G6:
@r_boissonnault
@jarogiesbrecht
@justintrudeau
@canadiangreens
@liberal_party
@jarrednagle
@theofleury14
@tylermeredith
@sohiamarjeet
@teamhehr

Top Mentioned in G7:
@highcountrynews
@blmnational
@gavinnewsom
@wildearthguard
@taywiles
@monicaembrey
@jonnypeace
@earthworks
@rockymtwild
@wildplacesguard

Top Mentioned in G8:
@energyindepth
@texasallianceep
@mohossain
@marathonoil
@txrrc
@jjt13
@eidnewmexico
@kymshalemag
@barronsonline
@wsj

Top Mentioned in G9:
@worldoil
@petroskills
@bhgeco
@total
@oilmanmagazine
@helix_esg
@ipieca
@cggcompany

Top Mentioned in G10:
@aeberman12
@rystadenergy
@algorithmxlab
@offshoremgzn
@bseegov
@worldoil
@crowleykev
@emr_automation
@youtube
@racheladhe

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@loupo85
@nairapark
@nosqldigest
@jim_peoples_
@immoralreport
@isthisab0t
@bitcoinagile
@honeymoongondol
@ratingsnetwork

Top Tweeters in G1:
@nairapark
@bitcoinagile
@ratingsnetwork
@rvp
@moneycontrolcom
@bigdatabatman
@financialreview
@niyorty
@bobmakenzie1
@jobinformant1

Top Tweeters in G2:
@calcaware
@leeleemunster
@anaschwarz
@snrtg
@chigrl
@mrnoahitall
@arabnews
@phippsjm
@enercominc
@malcolmnance

Top Tweeters in G3:
@ggg_says
@guardian
@business
@ap
@pittsburghpg
@houstonchron
@ksatnews
@doomsdayscw
@kens5
@vindicator

Top Tweeters in G4:
@financialtimes
@forbes
@timesofisrael
@splash_247
@jackyie
@mannyrod16
@alexwitzleben
@upstreamonline
@yukome
@barry69104159

Top Tweeters in G5:
@willseattle
@k810mt
@pauljimerson
@suestroud
@emgfind
@dmatkins137
@louisa_faux
@cknw
@kathystricker2
@theslimdude

Top Tweeters in G6:
@frazzling
@davwain1
@roxannelwright
@sunnydays180
@ladiesgun
@dianemarieposts
@tizianadimatteo
@darlenearsenau1
@anneottley
@lmv6719

Top Tweeters in G7:
@honeymoongondol
@homegypsy
@betzmyboyblue11
@annie5133
@gustavoarellano
@pamelafbrockman
@sierraclub
@jimodonnell2
@katwroblewski
@larry_kurtz

Top Tweeters in G8:
@cheri_kentucky
@recruiterhoutx
@usatoday
@wsj
@foxbusiness
@texastribune
@abqjournal
@lacmafe
@sherryslewis2
@texasinsider

Top Tweeters in G9:
@jim_peoples_
@turfline
@adriansysnet
@migueltovar
@dallas4bernie
@osirisdleon
@greatwhiteness
@omarslopezarce
@matihs99
@rocketman6510

Top Tweeters in G10:
@susaniverach
@santchiweb
@el_spy
@bopinion
@thecuriousluke
@machine_ml
@staunovo
@lexbacker
@anasalhajji
@javierblas


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