#oilandgas, Twitter, 6/8/2019 12:06:02 AM, 199432


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#oilandgas_2019-06-07_09-48-37.xlsx
#oilandgas_2019-06-07_09-48-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 08, 2019
Short Description:
#oilandgas via NodeXL http://bit.ly/2WTxNjR
@txsharon
@aeberman12
@recruiterhoutx
@energyindepth
@worldoil
@oilbot123
@climatewest
@oilgascanada
@maryeb2boyle
@rkbtoo

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

Description:
Description
The graph represents a network of 3,011 Twitter users whose tweets in the requested range contained "#oilandgas", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 07 June 2019 at 17:03 UTC.

The requested start date was Tuesday, 04 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 9-day, 8-hour, 29-minute period from Saturday, 25 May 2019 at 15:30 UTC to Tuesday, 04 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 : 3011
Unique Edges : 3209
Edges With Duplicates : 3270
Total Edges : 6479
Number of Edge Types : 3
Mentions : 4130
Tweet : 2271
Replies to : 78
Self-Loops : 2271
Reciprocated Vertex Pair Ratio : 0.0307178631051753
Reciprocated Edge Ratio : 0.0596047942986718
Connected Components : 741
Single-Vertex Connected Components : 449
Maximum Vertices in a Connected Component : 1383
Maximum Edges in a Connected Component : 3592
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.739187
Graph Density : 0.000340611556077329
Modularity : 0.498979
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://www.oilandgasiq.com/integrity-hse-maintenance/news/what-is-the-iiot#.XPLsC_DZL-o.twitter
[15] https://youtu.be/U6TzuIinuBY
[14] https://www.kickstarter.com/projects/jasonleal/spindletop-short-film?ref=project_link
[10] https://www.worldoil.com/news/2019/5/27/israel-agrees-to-us-mediated-maritime-talks-with-lebanon?hootPostID=e3c7a118e0bd67d68ebad02cd35f3407
[9] https://www.youtube.com/watch?v=lmJ6lzm-ZRg

[9] http://bit.ly/2EPoZS5
[9] https://go.ayming.com/l/183052/2019-05-28/345j4z
[8] https://www.660citynews.com/2019/05/27/greens-call-for-ban-on-foreign-oil-imports-using-alberta-oil-instead/
[8] https://www.polymerupdate.com/CrudeInsights.aspx
[8] http://www.subcontractsindia.com/sblc-.html

Top URLs in Tweet in G1:
[6] https://www.kickstarter.com/projects/jasonleal/spindletop-short-film?ref=project_link
[3] https://chimpreports.com/ngassa-oil-block-survey-completed/
[3] http://insights.spherasolutions.com/l/272282/2019-05-25/2hrcvl
[3] https://elements.envato.com/pitch-deck-powerpoint-template-C4ZEG2
[3] http://short-links.people-ideas-objects.com/PreliminarySpecPreamble
[3] http://short-links.people-ideas-objects.com/UserCommVision
[2] https://www.jmark.com/4-it-strategies-oil-gas-leaders-adopt-conquer-business-goals-year/
[2] https://www.cyberprism.net/
[2] https://www.trading123.net/
[2] https://idtexpo.com/

Top URLs in Tweet in G2:
[8] https://www.worldoil.com/news/2019/5/27/israel-agrees-to-us-mediated-maritime-talks-with-lebanon?hootPostID=e3c7a118e0bd67d68ebad02cd35f3407
[5] https://www.worldoil.com/news/2019/5/22/aramco-enters-us-shale-gas-business-with-sempra-lng-deal?hootPostID=fbccfe9c3f1ea76b134f0db66b157c13
[4] https://www.worldoil.com/news/2019/5/24/supermajors-lead-the-way-in-high-impact-exploration?hootPostID=203eda13e83b9c30d094bbe68920d5e4
[4] http://ow.ly/Wyjs30oSqT1
[3] https://www.worldoil.com/news/2019/5/19/exxonmobils-gulf-of-mexico-sale-draws-interest-from-repsol-ineos?hootPostID=7e37ca0400a50fb94e199558345409bf
[3] https://www.worldoil.com/news/2019/5/27/south-australia-offers-cooper-eromanga-and-otway-basins-acreage-licensing?hootPostID=f1a7114caad15e6637c4228df5a93293
[3] https://www.worldoil.com/news/2019/5/28/exxon-chevron-to-face-climate-change-pressure-from-investors?hootPostID=aadafcf71956c73866d55f6b13a3b89a
[3] https://www.worldoil.com/news/2019/5/29/exterran-makes-splash-in-permian-with-produced-water-contract?hootPostID=24fa1d6e4bf5f3182d5afb9867a31ac5
[3] https://www.worldoil.com/news/2019/5/17/us-natural-gas-and-oil-industry-turns-in-strong-april-performance
[3] https://www.jwnenergy.com/article/2019/5/risks-building-global-energy-investment-insufficient-future-demand-iea/

Top URLs in Tweet in G3:
[9] https://www.youtube.com/watch?v=lmJ6lzm-ZRg

[8] https://www.polymerupdate.com/CrudeInsights.aspx
[2] https://www.kappaeng.com/connect
[2] https://www.enelyst.com/tryitnow.html
[2] https://www.investing.com/news/commodities-news/oil-prices-fall-as-economic-concerns-outweigh-supply-risks-1881033
[2] https://bit.ly/2QDv7l0
[2] https://scottishfinancialreview.com/2019/06/03/ineos-to-invest-2bn-to-build-saudi-arabia-plants/
[1] http://www.artberman.com/oil-is-the-economy-futuresradio/
[1] https://www.bloomberg.com/news/articles/2019-05-24/physical-crude-market-finds-headwinds-as-refiners-cut-processing
[1] https://www.bloomberg.com/news/articles/2019-05-24/u-s-refiners-face-summertime-hurdles-amid-heavy-oil-shortage

Top URLs in Tweet in G4:
[6] https://go.pardot.com/tracker/httpsRedirect?https_redirect=1&tracker_id=28143129&account_id=131501&visitor_id=114404863&link_type=2
[4] https://splash247.com/mcdermott-awarded-feed-contract-by-qatar-petroleum/
[4] http://go.woodmac.com/l/131501/2019-05-14/24l4vs
[3] https://www.spe.org/en/jpt/jpt-article-detail/?art=5531
[3] https://www.pro-lock.co.uk/shop/
[2] https://www.bloomberg.com/opinion/articles/2019-06-02/face-it-opec-russia-is-no-longer-your-friend
[2] http://www.offshoreenergytoday.com/u-s-south-china-sea-bill-targets-chinese-oil-drilling-dredging-companies/
[2] https://www.houstonchronicle.com/business/energy/article/Oxy-moves-forward-on-Permian-direct-air-capture-13867251.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral
[2] https://www.youtube.com/watch?v=CJ1lwmTg5Qc

[2] https://www.oilandgas360.com/kkr-and-western-natural-resources-team-up-in-the-williston/#utm_source=rss&utm_medium=rss&utm_campaign=kkr-and-western-natural-resources-team-up-in-the-williston

Top URLs in Tweet in G5:
[3] https://m.facebook.com/story.php?story_fbid=10158477530564992&id=506249991
[3] https://www.oilandgasvisionjobs.com/news-item/decom-north-sea-may-2019-by-john-warrender
[3] https://www.oilandgasvisionjobs.com/news-item/decom-north-sea-awards-finalists
[3] https://www.washingtonpost.com/business/climate-change-debate-in-the-focus-at-exxons-annual-meeting/2019/05/29/f133f194-8232-11e9-b585-e36b16a531aa_story.html?utm_term=.1ed858c33d5e
[2] https://www.oilandgasvisionjobs.com/news-item/investment-on-the-rise-in-the-oil-and-gas-sector
[2] https://www.oilandgasvisionjobs.com/news-item/nucore-group-announces-new-board-members
[2] https://www.oilandgasvisionjobs.com/news-item/angus-3d-enables-next-growth-stage-with-1st-employee
[2] https://www.oilandgasvisionjobs.com/news-item/new-offshore-mattress-improves-wellbeing-offshore
[2] https://www.reveroffshore.com/
[1] http://po.st/scms/OrMCe04Lcp0lOFmbAsU6sA7yxagFxZXJpXgKnxezUYklOAo/lizschwarze

Top URLs in Tweet in G6:
[9] http://bit.ly/2EPoZS5
[3] https://www.maplecroft.com/insights/analysis/reform-uncertainty-in-brazil-impacts-oil-gas-mining/?utm_source=Twitter&utm_medium=Social&utm_campaign=VeriskSM&utm_content=5282019
[2] https://www.regonline.com/registration/Checkin.aspx?EventID=2563031
[2] http://bit.ly/2JVK0yy
[2] http://bit.ly/2JRMU7n
[2] http://bit.ly/2W5Ig7D
[2] http://bit.ly/2XnYp9M
[2] http://bit.ly/2Xn1eYx
[2] https://selnd.com/2wzFzAU
[2] http://bit.ly/2JSaa5f

Top URLs in Tweet in G7:
[15] https://youtu.be/U6TzuIinuBY
[1] https://rhythm937.com/new-music-olamide-oil-gas/
[1] https://www.boomplaymusic.com/share/album/2869908?srModel=COPYLINK&srList=IOS
[1] https://www.instagram.com/p/ByQaDSqlYZh/?igshid=pcdj1gybpbzy
[1] https://www.instagram.com/p/ByKXxKhAwB9/?igshid=kotek1hpdhis
[1] https://www.instagram.com/p/ByJp8uag44U/?igshid=jeyaiyopv1rv
[1] https://youtu.be/nWakhwRBbEA
[1] https://www.instagram.com/p/ByBWRMIl7bA/?igshid=t5tnqcgi8ocb
[1] https://www.instagram.com/p/Bx6x5jjgBLd/?igshid=qo9vbw2a54iz
[1] https://www.firstclassamebo.com/2019/05/oil-and-gas-olamide-bts-pictures.html

Top URLs in Tweet in G8:
[3] https://twitter.com/JorgeBarrera/status/1134822594010591232
[2] https://www.independent.co.uk/environment/norway-oil-drilling-arctic-ban-labor-party-unions-a8861171.html
[1] https://vimeo.com/327644244
[1] https://cpawsnl.org/banc-des-americains-mpa/
[1] https://twitter.com/cbcasithappens/status/1133116339139301376
[1] http://po.st/7rUw2X
[1] https://www.theguardian.com/business/2019/may/29/energy-department-molecules-freedom-fossil-fuel-rebranding?CMP=share_btn_tw
[1] https://www.washingtonpost.com/weather/2019/05/29/least-twisters-days-historic-tornado-outbreak-ravages-us/?utm_term=.368ee861df55&tid=sm_fb
[1] http://www.msnbc.com/velshi-ruhle/bill-nye-climate-change-its-not-50-75-years-away-its-10-or-15
[1] https://thetyee.ca/Mediacheck/2019/05/28/Start-Reporting-Climate-Change-Emergency/?fbclid=IwAR06bTymNXJJIAOTbUBDpzSl7esp0ON1DtCGhYd1e73rPgrEAD9GLv0YKN8

Top URLs in Tweet in G9:
[6] http://hosted-p0.vresp.com/1914117/2a21cee864/ARCHIVE
[5] http://hosted-p0.vresp.com/1914117/1353d97e39/ARCHIVE
[5] http://hosted-p0.vresp.com/1914117/d704d413f0/ARCHIVE
[3] https://rockymountainwild.org/take-action-now-to-protect-vital-habitat-for-colorado-species
[3] http://bit.ly/ut_sep19_dea
[3] https://secure.wildearthguardians.org/site/Advocacy?cmd=display&page=UserAction&id=1010
[3] https://wildearthguardians.org/press-releases/citizens-groups-denounce-oil-and-gas-industry-harassment-of-front-range-residents/
[2] http://hosted-p0.vresp.com/1914117/9d8ae4f559/ARCHIVE
[2] https://www.coloradoindependent.com/2019/04/16/colorado-fracking-rules-smog-methane/
[2] https://www.denverpost.com/2019/04/07/colorado-oil-gas-air-pollution/

Top URLs in Tweet in G10:
[3] https://onlinereg.ubmasia.com/Registration.aspx?Lang=en&EventID=OGA2019
[3] https://www.naturalgasintel.com/articles/118469-mexico-upstream-investment-advances-as-industry-pleads-case-to-revive-auctions
[2] https://www.worldpipelines.com/business-news/03062019/russian-oil-production-should-recover/
[2] https://www.oilfieldtechnology.com/hse/13052019/rovco-awarded-suite-of-hse-certifications-by-dnv/
[2] https://energy-analytics-institute.org/2019/05/17/wintershall-dea-boosts-interest-in-block-5-offshore-mexico/
[2] http://www.jatabogados.com/publications/articles/JATA_-_Practical_Handbook_and_Introduction_to_Mexicos_Energy_Sector_-_2019_-_Second_Edition.pdf
[1] https://www.energyvoice.com/oilandgas/north-sea/200643/exploration-do-not-write-the-north-sea-off/?utm_source=twitter
[1] http://www.worldoil.com/news/2019/6/3/eni-reports-its-fifth-light-oil-discovery-offshore-angola#.XPVeDXPpQ8Q.twitter
[1] https://twitter.com/tscottcarley/status/1135600395147984900
[1] https://twitter.com/LAGCOE/status/1131598439832330240

Top Domains
Top Domains in Tweet in Entire Graph:
[222] bit.ly
[145] twitter.com
[138] worldoil.com
[113] careerarc.com
[103] subcontractsindia.com
[81] revistanuevasenergias.com
[64] ow.ly
[62] lnkd.in
[57] flip.it
[44] oilandgasvisionjobs.com

Top Domains in Tweet in G1:
[43] lnkd.in
[30] petromindo.com
[29] bit.ly
[28] twitter.com
[20] hubs.ly
[16] oilprice.com
[15] careerarc.com
[14] instagram.com
[13] aplitrak.com
[9] co.uk

Top Domains in Tweet in G2:
[86] worldoil.com
[18] ow.ly
[7] bit.ly
[6] twitter.com
[3] energyindepth.org
[3] jwnenergy.com
[3] loom.ly
[2] ipaa.org
[2] ctvnews.ca
[1] zenhabits.net

Top Domains in Tweet in G3:
[11] youtube.com
[10] bloomberg.com
[8] polymerupdate.com
[6] offshore-mag.com
[5] bit.ly
[3] eia.gov
[3] twitter.com
[3] rigzone.com
[3] kappaeng.com
[3] wsj.com

Top Domains in Tweet in G4:
[39] worldoil.com
[24] oilandgas360.com
[18] bit.ly
[13] offshoreenergytoday.com
[8] ow.ly
[7] spe.org
[7] twitter.com
[7] pardot.com
[7] oglinks.news
[6] bloomberg.com

Top Domains in Tweet in G5:
[43] oilandgasvisionjobs.com
[5] cgt.bz
[3] twitter.com
[3] gasstrategies.com
[3] bit.ly
[3] facebook.com
[3] com.au
[3] washingtonpost.com
[2] co.uk
[2] lnkd.in

Top Domains in Tweet in G6:
[37] bit.ly
[13] forbes.com
[9] oilprice.com
[6] ow.ly
[4] twitter.com
[4] sevenlakes.com
[3] seekingalpha.com
[3] co.uk
[3] maplecroft.com
[2] regonline.com

Top Domains in Tweet in G7:
[16] youtu.be
[5] instagram.com
[1] rhythm937.com
[1] boomplaymusic.com
[1] firstclassamebo.com

Top Domains in Tweet in G8:
[4] twitter.com
[2] co.uk
[2] pipelinesandalternatives.com
[1] vimeo.com
[1] cpawsnl.org
[1] po.st
[1] theguardian.com
[1] washingtonpost.com
[1] msnbc.com
[1] thetyee.ca

Top Domains in Tweet in G9:
[18] vresp.com
[16] wildearthguardians.org
[11] twitter.com
[4] bit.ly
[3] rockymountainwild.org
[2] westword.com
[2] abqjournal.com
[2] coloradoindependent.com
[2] denverpost.com
[1] yubanet.com

Top Domains in Tweet in G10:
[21] oilfieldtechnology.com
[5] worldpipelines.com
[5] seawanderer.org
[3] twitter.com
[3] ubmasia.com
[3] naturalgasintel.com
[2] energyvoice.com
[2] co.uk
[2] energy-analytics-institute.org
[2] jatabogados.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3887] oilandgas
[734] oil
[545] energy
[315] gas
[245] oott
[209] lng
[208] crudeoil
[207] wti
[193] petroleum
[174] offshore



Top Hashtags in Tweet in G1:
[756] oilandgas
[154] energy
[136] oil
[94] gas
[45] commodities
[38] offshore
[36] trading
[35] power
[35] gold
[34] crudeoil

Top Hashtags in Tweet in G2:
[231] oilandgas
[44] oilgas
[39] methane
[18] icymi
[17] oil
[14] middleeast
[14] lng
[12] offshore
[11] exploration
[10] naturalgas

Top Hashtags in Tweet in G3:
[173] oilandgas
[149] oott
[95] oil
[95] wti
[93] crudeoil
[91] fintwit
[86] opec
[35] crude
[30] shale
[25] brent

Top Hashtags in Tweet in G4:
[241] oilandgas
[69] oil
[19] exploration
[15] oilprice
[15] deepwater
[13] energy
[11] lng
[10] offshore
[10] texas
[10] fracking

Top Hashtags in Tweet in G5:
[166] oilandgas
[51] gas
[50] energy
[48] oil
[37] crudeoil
[37] news
[36] appeaconf
[33] appea2019
[31] jobs
[28] power

Top Hashtags in Tweet in G6:
[124] oilandgas
[71] oil
[63] natgas
[60] naturalgas
[46] rt
[13] oott
[10] energy
[9] iot
[8] txlege
[7] data

Top Hashtags in Tweet in G7:
[77] oilandgas
[17] olamide
[15] redtvexclusives
[13] ybnl
[9] nowplaying
[8] baddo
[6] sneh
[3] sizzling
[3] nowpremiere
[3] enugbe

Top Hashtags in Tweet in G8:
[66] oilandgas
[35] tmx
[35] lng
[31] climatecrisis
[25] cdnpoli
[16] fossilfuels
[13] uspoli
[12] blowingsmoke
[12] idiots
[7] nlpoli

Top Hashtags in Tweet in G9:
[113] oilandgas
[28] colorado
[28] fracking
[27] climate
[22] sagegrouse
[22] savegrouse
[17] newmexico
[12] publiclands
[7] frack
[6] conservation

Top Hashtags in Tweet in G10:
[80] oilandgas
[26] upstream
[9] renewables
[8] offshore
[7] pxog
[6] pipelines
[6] natgas
[5] subsea
[5] energytransition
[4] rio

Top Words
Top Words in Tweet in Entire Graph:
[3065] Words in Sentiment List#1: Positive
[2041] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[114662] Non-categorized Words
[119770] Total Words
[3882] #oilandgas
[1195] oil
[778] gas
[736] #oil
[632] s

Top Words in Tweet in G1:
[756] #oilandgas
[211] oil
[154] #energy
[136] #oil
[128] gas
[94] #gas
[88] more
[75] s
[70] new
[57] energy

Top Words in Tweet in G2:
[231] #oilandgas
[85] s
[78] txsharon
[61] oil
[57] more
[53] u
[50] gas
[46] industry
[44] #oilgas
[41] energyindepth

Top Words in Tweet in G3:
[237] aeberman12
[171] #oilandgas
[158] oil
[149] #oott
[146] price
[97] s
[95] #wti
[93] #crudeoil
[91] #oil
[91] #fintwit

Top Words in Tweet in G4:
[241] #oilandgas
[71] #oil
[67] oil
[54] s
[50] worldoil
[41] gas
[30] more
[23] u
[19] spetweets
[19] data

Top Words in Tweet in G5:
[166] #oilandgas
[51] #gas
[50] #energy
[48] #oil
[47] s
[42] appealtd
[37] industry
[37] #crudeoil
[37] #news
[36] #appeaconf

Top Words in Tweet in G6:
[124] #oilandgas
[71] #oil
[63] #natgas
[59] #naturalgas
[54] oil
[47] triberocketinc
[46] #rt
[39] s
[36] gas
[31] forbes

Top Words in Tweet in G7:
[108] olamide_ybnl
[77] #oilandgas
[46] tonyoelumelu
[43] itsredtv
[40] ðÿ
[31] video
[29] drop
[28] more
[28] qoodouz1
[28] pls

Top Words in Tweet in G8:
[96] robynwins111
[66] #oilandgas
[57] many
[44] oil
[42] instead
[40] folks
[40] utterly
[40] content
[40] bury
[40] heads

Top Words in Tweet in G9:
[113] #oilandgas
[49] industry
[36] comment
[36] sale
[36] climatewest
[31] lease
[30] period
[30] greater
[28] open
[28] #fracking

Top Words in Tweet in G10:
[79] #oilandgas
[27] energy
[26] #upstream
[15] oil
[13] s
[11] industry
[11] pleased
[11] sector
[10] now
[9] world

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[592] oil,gas
[232] #oil,#gas
[208] u,s
[196] #oilandgas,industry
[184] #oilandgas,#oil
[170] #oil,#oilandgas
[114] revista,#nuevasenergias
[113] #oott,#oilandgas
[110] pleased,announce
[102] #oilandgas,#energy

Top Word Pairs in Tweet in G1:
[95] oil,gas
[79] #oil,#gas
[38] #gas,#oilandgas
[35] #gas,#energy
[33] #oilandgas,#energy
[31] #power,#oilandgas
[30] #petromindo,#tambang
[30] #tambang,#coal
[30] #coal,#geothermal
[30] #geothermal,#power

Top Word Pairs in Tweet in G2:
[50] u,s
[38] #oilandgas,#oilgas
[35] #oilandgas,site
[28] #methane,leaks
[28] #oilandgas,industry
[27] more,duct
[27] duct,tape
[27] tape,used
[27] used,nblenergy
[27] nblenergy,attempt

Top Word Pairs in Tweet in G3:
[99] #oott,#oilandgas
[71] #oilandgas,#oil
[69] #wti,#crudeoil
[67] #oil,#wti
[67] u,s
[65] #crudeoil,#fintwit
[65] #fintwit,#opec
[60] long,positions
[58] week,ending
[54] net,long

Top Word Pairs in Tweet in G4:
[40] #oil,#oilandgas
[29] oil,gas
[22] u,s
[15] #deepwater,#exploration
[15] #exploration,#oilandgas
[12] #oilandgas,#oilprice
[10] #oilandgas,#d
[9] worldoil,#icymi
[9] learn,more
[9] taro_siddiqui,oil

Top Word Pairs in Tweet in G5:
[45] #oil,#gas
[38] #gas,#energy
[30] #jobs,#news
[28] #energy,#crudeoil
[25] #power,#jobs
[23] #oilandgas,industry
[23] #oilnews,#power
[22] #oilandgas,#oil
[21] #crudeoil,#oilnews
[14] #oilandgas,sector

Top Word Pairs in Tweet in G6:
[59] #oil,#oilandgas
[56] #oilandgas,#naturalgas
[56] #naturalgas,#natgas
[46] #rt,triberocketinc
[32] oil,gas
[27] u,s
[11] gas,companies
[9] #oott,#oilandgas
[9] moving,edge
[9] edge,crucial

Top Word Pairs in Tweet in G7:
[29] itsredtv,tonyoelumelu
[29] drop,#oilandgas
[29] #oilandgas,video
[28] olamide_ybnl,itsredtv
[28] tonyoelumelu,drop
[28] video,pls
[28] pls,ðÿ
[27] more,qoodouz1
[27] qoodouz1,olamide_ybnl
[26] olamide_ybnl,more

Top Word Pairs in Tweet in G8:
[40] many,folks
[40] folks,utterly
[40] utterly,content
[40] content,bury
[40] bury,heads
[40] heads,oil
[40] oil,sand
[40] sand,instead
[40] instead,1
[40] 1,minute's

Top Word Pairs in Tweet in G9:
[45] #oilandgas,industry
[31] #oilandgas,lease
[28] comment,period
[27] '19,#oilandgas
[27] lease,sale
[25] sep,'19
[23] sale,open
[21] open,thru
[19] draft,ea
[19] screen,shows

Top Word Pairs in Tweet in G10:
[23] #oilandgas,#upstream
[9] energy,sector
[8] rystad,energy
[7] oil,gas
[7] pleased,provide
[7] provide,second
[7] second,edition
[7] edition,jata's
[7] jata's,practical
[7] practical,handbook

Top Replied-To
Top Replied-To in Entire Graph:
@appeaconference
@energyindepth
@rkbtoo
@helencrobertson
@olamide_ybnl
@angelusmendez
@californiaepa
@markplackett1
@seocompanyhull
@johnrcollins6

Top Replied-To in G1:
@alociltd
@accupoint_

Top Replied-To in G2:
@energyindepth
@seocompanyhull
@markplackett1
@javierblas
@georgebender68
@fordnation
@wombatofevil

Top Replied-To in G3:
@wrbailey8

Top Replied-To in G4:
@helencrobertson
@exxonmobil
@amyjaffeenergy

Top Replied-To in G5:
@appeaconference
@mattjcan
@shell_australia
@sententia_gas

Top Replied-To in G6:
@forbes
@reuters

Top Replied-To in G7:
@olamide_ybnl
@imohumoren

Top Replied-To in G8:
@johnrcollins6
@terrilltf
@albertarabbit

Top Replied-To in G9:
@coloradooilgas

Top Replied-To in G10:
@enbridge

Top Mentioned
Top Mentioned in Entire Graph:
@aeberman12
@subcontractsind
@flipboard
@robynwins111
@worldoil
@txsharon
@grpc2019
@olamide_ybnl
@revnuevasenerg
@triberocketinc

Top Mentioned in G1:
@abhi_kumar16
@shaleprofile
@groupm77
@rmsi_global
@emerald_global
@adtechl
@spherasolutions

Top Mentioned in G2:
@txsharon
@energyindepth
@worldoil
@nblenergy
@oilgascanada
@noaa
@aeberman12
@statesman
@ipaaaccess
@oag360

Top Mentioned in G3:
@aeberman12
@kappaengdotcom
@ash27000
@spwlaorg
@vandanahari_sg
@pipelineandgas
@prci_research
@polymerupdate
@the_oilholic
@saudi_aramco

Top Mentioned in G4:
@worldoil
@spetweets
@taro_siddiqui
@exxonmobil
@oag360
@total
@aeberman12
@aapg
@woodmackenzie
@chevron

Top Mentioned in G5:
@appealtd
@appeaconference
@sententia_gas
@ogvenergy
@chevron
@iogp_news
@spears07
@actonclimate100
@aquaterraenergy
@zoeyujnovich

Top Mentioned in G6:
@triberocketinc
@forbes
@txrrc
@oilandenergy
@iiot_world
@christicraddick
@texasallianceep
@defenders
@ryansitton

Top Mentioned in G7:
@olamide_ybnl
@tonyoelumelu
@itsredtv
@qoodouz1
@olamide_ybnlceo
@timzybnl
@boy_director
@aghosteven
@937rhythmfm

Top Mentioned in G8:
@robynwins111
@gorman_mary
@greenmission
@elizabethmay
@bd_cda
@johnrcollins6
@snap

Top Mentioned in G9:
@climatewest
@rockymtwild
@wildearthguard
@govofco
@gunnysagegrouse
@interior
@coloradorising
@cdpheapcd
@westernlaw
@blmnewmexico

Top Mentioned in G10:
@rystadenergy
@prospexog
@mexicoinbrief
@oilfieldtechmag
@oga2019
@futureconomy
@abi_electronics
@subseauknews
@ross_macfarlane
@stats__group

Top Tweeters
Top Tweeters in Entire Graph:
@loupo85
@nosqldigest
@edinburghwatch
@isthisab0t
@mlnangalama
@honeymoongondol
@evankirstel
@ratingsnetwork
@seekingalpha
@ottlegalrebels

Top Tweeters in G1:
@ratingsnetwork
@kontannews
@sykesfanclub
@allredtodorojo
@vannschaffner
@wldlifedefence
@chimpreports
@miroslavpitak
@goldmynetv
@toddbnielsen

Top Tweeters in G2:
@markplackett1
@peta
@amazingchevvolt
@recruiterhoutx
@fangpusskins
@npr
@artbyalida
@donnamoon81146
@statesman
@zaganashikwe

Top Tweeters in G3:
@wsj
@hedgeenergy
@yahoofinance
@alexios1201
@limitedhangout1
@polymerupdate
@urtrading
@ml8_ml8
@mkshatti
@cali_n8vgrl

Top Tweeters in G4:
@enercominc
@kfor
@ecrisishotline
@sejorg
@splash_247
@superiormar
@tulsaworld
@pdvsa
@trackbots
@huffpostwomen

Top Tweeters in G5:
@privatecarfree
@nedworks
@barry69104159
@markweccleston
@tkoutsantonismp
@sdgsbot
@csironews
@churchofengland
@kippjohn
@irena

Top Tweeters in G6:
@seekingalpha
@reuters
@dredeyedick
@forbes
@acahmak
@telebusiness
@cmicontent
@hubspot
@markwschaefer
@originalchele

Top Tweeters in G7:
@937rhythmfm
@sosofitmusictv
@imohumoren
@abiodunford
@tonyeminue
@olowonoonii
@thepamilerin
@iamsmade
@makavely4luv
@donjazzy

Top Tweeters in G8:
@albertarabbit
@trapdinawrpool
@blubdha
@terrilltf
@frogsarelovely
@msnbc
@uvklvr47
@nolore
@totigerlilly
@smithsonianmag

Top Tweeters in G9:
@dmatkins137
@denverpost
@1whoknu
@kathystricker2
@midknight6
@dragonslynn1981
@gravitydynamic
@kristilloyd123
@robynness1
@jakibaptiste

Top Tweeters in G10:
@el_spy
@energyvoicenews
@jyzoyo
@earlyoakr
@deafsinger68
@petrine05647629
@ross_macfarlane
@sohiamarjeet
@tppf
@subseauknews


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