#oilandgas, Twitter, 9/22/2019 5:34:41 PM, 210576


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#oilandgas_2019-09-22_10-05-53.xlsx
#oilandgas_2019-09-22_10-05-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 22, 2019
Short Description:
#oilandgas via NodeXL http://bit.ly/30mbLrL
@txsharon
@chevron
@aeberman12
@rkbtoo
@oil_gas_retweet
@jasonnixonab
@dloiltools
@jkenney
@realdonaldtrump
@recruiterhoutx

Top hashtags:
#oilandgas
#oil
#energy
#gas
#oott
#blockchain
#it
#crudeoil
#ites
#software

Description:
Description
The graph represents a network of 3,768 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 Sunday, 22 September 2019 at 17:07 UTC.

The requested start date was Sunday, 22 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 6-hour, 59-minute period from Monday, 16 September 2019 at 17:00 UTC to Sunday, 22 September 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 : 3768
Unique Edges : 4418
Edges With Duplicates : 2821
Total Edges : 7239
Number of Edge Types : 3
Mentions : 5129
Tweet : 1963
Replies to : 147
Self-Loops : 1963
Reciprocated Vertex Pair Ratio : 0.0292926887354132
Reciprocated Edge Ratio : 0.0569180934752429
Connected Components : 813
Single-Vertex Connected Components : 475
Maximum Vertices in a Connected Component : 1909
Maximum Edges in a Connected Component : 4752
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.883437
Graph Density : 0.00030449365565417
Modularity : 0.606873
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[108] https://urdu.arynews.tv/ogdcl-discovers-oil-gas-reserves-in-kohat/
[68] https://www.valvesolutions.co/data-solutions
[30] https://www.opensecrets.org/industries/indus.php?ind=E01
[27] https://www.valvesolutions.co/blog/how-custom-leads-can-boost-your-email-marketing-success
[19] https://www.valvesolutions.co/blog/7-steps-to-overcome-the-biggest-challenges-while-hiring
[17] https://www.msnbc.com/morning-joe/watch/deregulated-natural-gas-flaring-impacting-texas-69147717996
[15] https://www.eenews.net/stories/1061136849
[15] https://www.valvesolutions.co/blog/7-best-practices-to-sourcing-candidate-resumes
[12] https://www.valvesolutions.co/post/how-to-get-10x-from-your-next-event
[11] https://www.ctvnews.ca/canada/second-alberta-man-told-to-remove-pro-oil-and-gas-shirt-during-parliament-tour-1.4594441

Top URLs in Tweet in G1:
[11] https://chat.whatsapp.com/invite/CHd1FblNRFe6aho5linEHQ
[8] https://www.trading123.net/
[4] https://www.forbes.com/sites/cognitiveworld/2019/09/17/refining-the-oil-and-gas-industry-with-iot/
[4] https://www.cbc.ca/news/canada/edmonton/new-oilsands-agency-1.5287514
[3] https://mailchi.mp/readcorporate.com.au/rbr-groupsigns-mou-to-co-operate-with-leading-african-maritime-and-offshore-training-group
[3] https://www.natlawreview.com/article/internet-things-strategies-energy-sector
[3] http://OilPrice.com
[3] https://www.nairapark.com/news/1569069759/dpr-shuts-filling-stations-sokoto-kebbi-over
[3] https://www.nairapark.com/news/1568896957/nothing-celebrate-saudi-arabian-oil-facility-attack
[3] https://www.nairapark.com/news/1568968966/nigeria-lost-481b-oil-theft

Top URLs in Tweet in G2:
[16] https://www.msnbc.com/morning-joe/watch/deregulated-natural-gas-flaring-impacting-texas-69147717996
[11] https://www.eenews.net/stories/1061136849
[5] http://center-hre.org/chre-reveals-toxic-emissions-at-colombian-oil-and-gas-sites/
[4] http://earthworks.org/still-wasting-PA
[3] http://www.msnbc.com/morning-joe/watch/deregulated-natural-gas-flaring-impacting-texas-69147717996
[3] https://twitter.com/PNS_News/status/1172118320306429952
[2] https://twitter.com/CalNBC/status/1173920525321670656
[2] https://www.usnews.com/news/us/articles/2019-09-18/report-cleanup-of-abandoned-oil-gas-wells-could-cost-us?src=usn_tw
[1] https://www.cnbc.com/2019/09/19/renewable-energy-is-cost-effective-says-michael-milken.html
[1] https://www.forbes.com/sites/jeffmcmahon/2019/09/16/index-funds-a-favorite-in-pensions-face-greater-risk-from-climate-change/#2660cf774ca6

Top URLs in Tweet in G3:
[5] https://www.660citynews.com/2019/09/18/alberta-inquiry-into-oil-and-gas-foes-could-face-legal-challenge-from-ecojustice/
[3] https://twitter.com/djknuckey/status/1173768185864081408
[2] https://www.eenews.net/stories/1061136849
[1] https://edmontonjournal.com/news/politics/signalling-stability-province-freezes-oil-royalty-structure
[1] https://twitter.com/RKBtoo/status/1039852514193985536
[1] https://www.theglobeandmail.com/business/commentary/article-albertas-foe-is-economics-not-environmentalists/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.jwnenergy.com/article/2019/9/albertans-should-take-back-streets-stand-aer/
[1] https://chatnewstoday.ca/2019/09/17/council-laments-loss-of-gas-wells-while-mayor-remains-silent/
[1] https://www.westword.com/news/as-the-world-goes-green-how-will-colorados-fossil-fuel-era-end-11481679
[1] https://twitter.com/RKBtoo/status/1174813951269277696

Top URLs in Tweet in G4:
[5] http://www.globenewswire.com/NewsRoom/ReleaseNg/3126108/en
[3] https://www.blockchain-oilandgas.com/?__hstc=160305762.4a9f21997a45805507cb843b0494d48a.1565983091178.1565983091178.1566410043273.2&__hssc=160305762.6.1566833982341&__hsfp=2022223504
[3] https://www.linkedin.com/slink?code=fJAr4Ve
[3] company
[2] https://www.blockchain-oilandgas.com/agenda/speakers/477369
[2] https://btcmanager.com/canadas-guildone-blockchain-solution-oil-gas-sector/?q=/canadas-guildone-blockchain-solution-oil-gas-sector/
[2] https://guild1.co/2019/09/18/guildone-awarded-afe-balloting-contract-by-ooc-oil-and-gas-blockchain-consortium/
[2] https://www.ledgerinsights.com/oil-blockchain-consortium-ooc-guildone-expenditure/
[2] https://boereport.com/2019/09/18/guildone-awarded-afe-balloting-contract-by-ooc-oil-gas-blockchain-consortium/
[2] https://www.oilfieldtechnology.com/special-reports/16092019/rystad-energy-comments-on-saudi-drone-attacks/

Top URLs in Tweet in G5:
[7] https://communications.rystadenergy.com/acton/rif/12327/s-0b22-1909/-/l-0044:6523/q-05f1/showPreparedMessage?sid=TV2:O1azUGxuo
[2] https://www.bloomberg.com/tosv2.html?vid=&uuid=ec60e800-daf4-11e9-832a-75649e7f96c3&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0xOC90cnVtcC1zZWVrcy1uZXctaXJhbi1zYW5jdGlvbnMtYXMtcG9tcGVvLWNvbnN1bHRzLXNhdWRpLWFyYWJpYQ==
[2] https://www.careerarc.com/job-listing/basic-energy-services-jobs-derrickhand-well-servicing-gillette-1809-29111836?campaign_id=30027&cb=1564598469&src=1&tx=DUxbOne1JtxTLQ&utm_campaign=TW01&utm_medium=TW&utm_source=JC
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=0c6759e0-d7d0-11e9-93d4-25afa0c185f1&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0xNC9hdHRhY2stb24tc2F1ZGktb2lsLXBsYW50LWlzLXdoYXQtZXZlcnlvbmUtZmVhcmVkLW9pbC1zdHJhdGVneQ==
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=77de7d70-d7d0-11e9-b779-2f554422aea6&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0xMi9vaWwtc2V0LWZvci13ZWVrbHktZmFsbC1vbi1zaWducy1vZi1lYXNpbmctaXJhbi10ZW5zaW9ucy1zdXBwbHk=
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=9548b5d0-da2b-11e9-942e-df0244fc2ea4&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0xOC9zYXVkaXMta2VlcC10aGUtb2lsLWZsb3dpbmctYXMtdGhleS1wYXRjaC11cC13b3VuZGVkLWluZHVzdHJ5
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=952b90e0-da2b-11e9-98d8-11c9c830054b&url=L25ld3MvYXJ0aWNsZXMvMjAxOS0wOS0xNy9vaWwtZGVjbGluZXMtYXMtc2F1ZGktb3V0cHV0LXJlc3RvcmF0aW9uLWNhbG1zLW1hcmtldC1mZWFycw==
[1] https://www.wsj.com/articles/dont-panic-over-the-saudi-attack-and-the-oil-supply-11568760056?mod=searchresults&page=1&pos=5
[1] https://www.reuters.com/article/us-climate-change-summit-investors/investors-turn-heat-on-big-oil-ahead-of-u-n-climate-summit-idUSKBN1W22SN
[1] https://www.ft.com/content/6d22dbf4-d921-11e9-8f9b-77216ebe1f17

Top URLs in Tweet in G6:
[108] https://urdu.arynews.tv/ogdcl-discovers-oil-gas-reserves-in-kohat/

Top URLs in Tweet in G7:
[6] https://behrtech.com/blog/16-stats-about-big-data-and-iot-in-oil-and-gas/?utm_content=100860496&utm_medium=social&utm_source=twitter&hss_channel=tw-958104669208821760
[3] https://discussionbox.com/event-detail/the-cyber-security-conundrum-europe
[3] https://www.energyvoice.com/oilandgas/middle-east/207838/aramco-to-face-weeks-without-majority-of-abqaiqs-oil-output/
[3] https://www.worldoil.com/news/2019/9/17/schlumberger-chevron-and-microsoft-announce-collaboration-to-accelerate-digital-transformation
[2] https://twitter.com/realDonaldTrump/status/1174305447513186304
[2] https://www.energyvoice.com/other-news/207876/higher-energy-bills-likely-due-to-the-saudi-oil-attacks/
[2] https://www.energyvoice.com/oilandgas/207836/oil-market-gripped-uncertainty-over-lost-saudi-production/
[2] https://www.valvesolutions.co/blog/how-to-succeed-at-b2b-content-writing
[2] http://www.oilandgasalliance.com
[2] https://www.forbes.com/sites/davidblackmon/2019/09/18/exxon-announces-another-big-find-as-guyana-elections-approach/?fbclid=IwAR08JVd7y8dYGl47OdMvix-IC5QWe75ZmZpwFwvVL4KRFwloRic1AXU1efg#52c2e84378b2

Top URLs in Tweet in G8:
[10] https://www.ctvnews.ca/canada/second-alberta-man-told-to-remove-pro-oil-and-gas-shirt-during-parliament-tour-1.4594441
[3] https://www.pymnts.com/pymnts-podcasts/2019/podcast-solving-instant-payments-ubiquity-problem
[3] https://www.linkedin.com/slink?code=fY4sXUe
[2] http://www.arabnews.com/
[2] http://infoblaze.com/news/details/37306
[2] http://infoblaze.com/news/details/37349
[2] http://www.nst.com.my/
[2] https://www.mckinsey.com/industries/chemicals/our-insights/petrochemicals-2030-reinventing-the-way-to-win-in-a-changing-industry
[2] https://www.adipec.com/
[1] http://infoblaze.com/news/details/37150

Top URLs in Tweet in G9:
[3] https://www.eenews.net/energywire/2019/09/16/stories/1061122829
[2] https://www.politico.com/story/2019/09/16/oil-industry-electric-car-1729429
[2] https://www.eurotopics.net/fr/226964/inquietude-aprs-l-attaque-de-drones-en-arabie-saoudite
[1] https://apps.publicintegrity.org/blowout/us-energy-dominance/
[1] https://cmun.it/8vwpty
[1] https://www.ft.com/content/a2214e9e-d8e5-11e9-8f9b-77216ebe1f17
[1] https://www.ft.com/content/e9fe2862-dada-11e9-8f9b-77216ebe1f17
[1] https://europa.eu/rapid/press-release_MEX-19-5629_en.htm
[1] https://www.greentechmedia.com/articles/read/how-oil-and-gas-giants-are-buying-options-for-an-uncertain-future?utm_medium=email&utm_source=Daily&utm_campaign=GTMDaily
[1] https://europa.eu/rapid/press-release_STATEMENT-19-5689_en.htm

Top URLs in Tweet in G10:
[4] https://coloradosun.com/2019/09/17/opinion-end-fossil-fuels-political-hot-air/
[3] https://eidhealth.org/new-report-shows-no-link-between-fracking-and-health-problems/
[2] https://eidclimate.org/democratic-hopefuls-lay-out-radically-different-approaches-on-climate-and-natural-gas/
[2] https://www.energyindepth.org/oil-natural-gas-revenue-fuels-new-free-college-program-in-new-mexico/
[2] https://www.energyindepth.org/iea-benefits-of-shale-revolution-are-only-just-beginning/?154
[1] https://twitter.com/reubenesp/status/1175520527282135041
[1] https://westernwire.net/2020-candidate-bennet-supports-natural-gas-ahead-of-nationwide-fossil-fuel-protests/
[1] https://eidclimate.org/energy-workers-on-the-job-reducing-emissions-while-activists-protest/
[1] https://www.coga.org/uploads/1/2/2/4/122414962/fact_sheet_-_public_safety_update_5.6.19.pdf
[1] https://www.coga.org/uploads/1/2/2/4/122414962/climate_change.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[211] twitter.com
[175] valvesolutions.co
[112] linkedin.com
[108] arynews.tv
[79] oilprice.com
[51] pymnts.com
[47] oilandgasvisionjobs.com
[42] youtube.com
[35] oilandgas360.com
[31] forbes.com

Top Domains in Tweet in G1:
[39] linkedin.com
[34] twitter.com
[18] ndtspek.com
[11] instagram.com
[11] whatsapp.com
[10] oilprice.com
[9] forbes.com
[9] trading123.net
[9] nairapark.com
[7] petromindo.com

Top Domains in Tweet in G2:
[20] msnbc.com
[11] eenews.net
[10] twitter.com
[6] earthworks.org
[5] center-hre.org
[3] usnews.com
[2] forbes.com
[2] youtube.com
[1] cnbc.com
[1] theguardian.com

Top Domains in Tweet in G3:
[14] twitter.com
[5] 660citynews.com
[2] eenews.net
[1] edmontonjournal.com
[1] theglobeandmail.com
[1] jwnenergy.com
[1] chatnewstoday.ca
[1] westword.com
[1] usnews.com
[1] ctvnews.ca

Top Domains in Tweet in G4:
[26] linkedin.com
[21] oilfieldtechnology.com
[10] oglinks.news
[5] blockchain-oilandgas.com
[5] globenewswire.com
[3] firstrecruitmentgroup.com
[2] btcmanager.com
[2] guild1.co
[2] ledgerinsights.com
[2] boereport.com

Top Domains in Tweet in G5:
[25] oilprice.com
[19] careerarc.com
[12] bloomberg.com
[7] rystadenergy.com
[6] wsj.com
[4] ft.com
[4] oilmanmagazine.com
[3] twitter.com
[3] houstonchronicle.com
[2] reuters.com

Top Domains in Tweet in G6:
[108] arynews.tv

Top Domains in Tweet in G7:
[13] linkedin.com
[11] twitter.com
[11] energyvoice.com
[6] behrtech.com
[4] discussionbox.com
[3] energyintel.com
[3] worldoil.com
[3] forbes.com
[2] valvesolutions.co
[2] oilandgasalliance.com

Top Domains in Tweet in G8:
[20] pymnts.com
[10] ctvnews.ca
[6] infoblaze.com
[5] entrepreneur.com
[5] geoexpro.com
[5] tgs.com
[4] linkedin.com
[3] adipec.com
[3] twitter.com
[3] rystadenergy.com

Top Domains in Tweet in G9:
[4] insideclimatenews.org
[3] ft.com
[3] eenews.net
[2] europa.eu
[2] politico.com
[2] eurotopics.net
[1] publicintegrity.org
[1] cmun.it
[1] greentechmedia.com
[1] rferl.org

Top Domains in Tweet in G10:
[7] twitter.com
[6] energyindepth.org
[4] coloradosun.com
[3] eidhealth.org
[3] eidclimate.org
[2] coga.org
[2] offshoreenergytoday.com
[2] worldoil.com
[2] ogj.com
[1] westernwire.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3690] oilandgas
[494] oil
[468] energy
[190] gas
[187] oott
[169] blockchain
[162] it
[158] crudeoil
[156] ites
[152] software



Top Hashtags in Tweet in G1:
[684] oilandgas
[81] oil
[79] energy
[43] crudeoil
[39] gas
[36] petroleum
[35] offshore
[30] saudiarabia
[24] oilprice
[21] drilling

Top Hashtags in Tweet in G2:
[248] oilandgas
[86] fracking
[34] methane
[28] tx
[27] climatecrisis
[17] permian
[15] pollution
[14] uk
[14] cutmethane
[13] climatestrike

Top Hashtags in Tweet in G3:
[52] oilandgas
[35] ableg
[17] alberta
[15] cdnpoli
[14] abpoli
[9] redwater
[3] climatechange
[3] oilsands
[3] oil
[3] exploration

Top Hashtags in Tweet in G4:
[180] oilandgas
[41] blockchainhouston19
[34] blockchain
[22] upstream
[19] iothouston19
[14] offshore
[10] shale
[9] alberta
[7] iot
[7] energy

Top Hashtags in Tweet in G5:
[144] oilandgas
[62] oott
[56] oil
[50] fintwit
[50] crudeoil
[40] wti
[40] opec
[27] energynews
[23] oilgas
[23] peakoil

Top Hashtags in Tweet in G6:
[108] arynewsurdu
[108] pakistan
[108] oilandgas

Top Hashtags in Tweet in G7:
[102] oilandgas
[19] bigdata
[14] oil
[14] energy
[10] iot
[9] guyana
[8] iiot
[8] gas
[7] natgas
[7] offshore

Top Hashtags in Tweet in G8:
[127] oilandgas
[34] business
[28] blockchain
[20] oilandgas40
[19] economy
[11] entrepreneur
[11] digitaltransformation
[10] cdnpoli
[9] petroleum
[9] seg19

Top Hashtags in Tweet in G9:
[44] oilandgas
[13] oil
[13] shalelaw
[12] climatestrike
[12] protest
[11] youngpeople
[10] cars
[8] wtf
[8] saudiarabia
[7] trump

Top Hashtags in Tweet in G10:
[80] oilandgas
[20] colorado
[17] copolitics
[14] coleg
[6] fracking
[6] sb181
[5] climatetownhall
[5] oil
[5] data
[4] energy

Top Words
Top Words in Tweet in Entire Graph:
[3339] Words in Sentiment List#1: Positive
[2302] Words in Sentiment List#2: Negative
[59] Words in Sentiment List#3: Angry/Violent
[112918] Non-categorized Words
[118559] Total Words
[3690] #oilandgas
[985] oil
[828] s
[523] gas
[498] #oil

Top Words in Tweet in G1:
[684] #oilandgas
[172] oil
[105] gas
[81] #oil
[79] #energy
[70] more
[57] industry
[55] s
[43] new
[43] #crudeoil

Top Words in Tweet in G2:
[248] #oilandgas
[238] txsharon
[143] calnbc
[96] earthworks
[92] s
[86] #fracking
[85] here
[62] public
[59] nbcnews
[54] west

Top Words in Tweet in G3:
[248] alberta
[145] s
[132] jasonnixonab
[121] #o
[115] tell
[114] environment
[114] minister
[114] government
[114] clear
[114] decisive

Top Words in Tweet in G4:
[180] #oilandgas
[69] oil
[53] gas
[51] blockchain
[50] guild_one_inc
[41] #blockchainhouston19
[38] #blockchain
[26] spetweets
[25] industry
[23] james

Top Words in Tweet in G5:
[176] oil
[144] #oilandgas
[134] aeberman12
[115] s
[79] saudi
[64] week
[64] price
[62] #oott
[59] prices
[58] production

Top Words in Tweet in G6:
[108] پاکستان
[108] کیلئے
[108] خوشخبری
[108] تیل
[108] اور
[108] گیس
[108] کے
[108] نئے
[108] ذخائر
[108] دریافت

Top Words in Tweet in G7:
[102] #oilandgas
[51] oil
[32] chevron
[32] s
[19] #bigdata
[19] u
[16] key
[15] gas
[15] support
[15] both

Top Words in Tweet in G8:
[127] #oilandgas
[48] s
[34] #business
[34] adnocgroup
[28] #blockchain
[24] industry
[23] gt
[21] tech
[21] ingliguori
[20] #oilandgas40

Top Words in Tweet in G9:
[44] #oilandgas
[19] realdonaldtrump
[16] oil
[13] #oil
[13] #shalelaw
[13] hotlink
[12] #climatestrike
[12] #protest
[11] greenlakerun
[11] #youngpeople

Top Words in Tweet in G10:
[80] #oilandgas
[35] coloradooilgas
[25] s
[24] industry
[24] oil
[23] gas
[20] #colorado
[18] production
[17] #copolitics
[17] energyindepth

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[333] oil,gas
[217] #oilandgas,industry
[158] u,s
[156] #it,#ites
[129] #oil,#gas
[128] jasonnixonab,alberta
[120] #oilandgas,#oil
[119] alberta,s
[117] s,environment
[117] environment,minister

Top Word Pairs in Tweet in G1:
[77] oil,gas
[23] #oil,#oilandgas
[20] #oilandgas,#oil
[20] #oilandgas,industry
[18] #ndtplugs,#ndtinspection
[18] #ndtinspection,#osha
[18] #osha,#epa
[18] #epa,#oilandgas
[17] gas,industry
[17] #oilandgas,#energy

Top Word Pairs in Tweet in G2:
[51] west,texas
[50] here,nbcnews
[50] nbcnews,reporter
[50] reporter,calnbc
[50] calnbc,fabulous
[50] fabulous,crew
[50] crew,braved
[50] braved,100
[50] 100,west
[50] texas,heat

Top Word Pairs in Tweet in G3:
[124] jasonnixonab,alberta
[114] alberta,s
[114] s,environment
[114] environment,minister
[114] minister,tell
[114] tell,government
[114] government,clear
[114] clear,decisive
[114] decisive,support
[114] support,alberta

Top Word Pairs in Tweet in G4:
[48] oil,gas
[22] #oilandgas,#upstream
[17] afe,balloting
[17] contract,ooc
[16] awarded,afe
[16] balloting,contract
[16] ooc,oil
[16] gas,blockchain
[16] blockchain,consortium
[15] consortium,inside_r3

Top Word Pairs in Tweet in G5:
[55] u,s
[50] #oott,#oilandgas
[49] #oilandgas,#oil
[40] #oil,#wti
[40] #wti,#crudeoil
[39] #crudeoil,#fintwit
[38] #fintwit,#opec
[34] week,ending
[28] ending,september
[27] saudi,oil

Top Word Pairs in Tweet in G6:
[108] پاکستان,کیلئے
[108] کیلئے,خوشخبری
[108] خوشخبری,تیل
[108] تیل,اور
[108] اور,گیس
[108] گیس,کے
[108] کے,نئے
[108] نئے,ذخائر
[108] ذخائر,دریافت
[108] دریافت,#arynewsurdu

Top Word Pairs in Tweet in G7:
[19] u,s
[15] expansion,u
[15] s,#oilandgas
[14] oil,gas
[14] both,sides
[14] sides,aisle
[14] aisle,agree
[14] agree,bipartisan
[14] bipartisan,leadership
[14] leadership,support

Top Word Pairs in Tweet in G8:
[33] #business,#oilandgas
[27] #blockchain,#business
[20] #oilandgas,industry
[19] #oilandgas40,inside
[19] inside,look
[19] look,#oilandgas
[19] industry,s
[19] s,tech
[19] tech,driven
[19] driven,effort

Top Word Pairs in Tweet in G9:
[13] #shalelaw,hotlink
[11] #youngpeople,getting
[11] getting,#climatestrike
[11] #climatestrike,#protest
[11] #protest,riding
[8] riding,#oil
[8] #oil,fueled
[8] fueled,#cars
[7] naomiaklein,#youngpeople
[7] #cars,#wtf

Top Word Pairs in Tweet in G10:
[13] gas,industry
[12] natural,gas
[11] oil,gas
[11] next,president
[11] president,bans
[10] #colorado,#copolitics
[10] #copolitics,#coleg
[10] #coleg,#oilandgas
[10] fossil,fuels
[10] u,s

Top Replied-To
Top Replied-To in Entire Graph:
@chevron
@realdonaldtrump
@exxonmobil
@nathanpboston
@revkin
@brad_kerwin
@andrewscheer
@skynews
@governorbullock
@geoffreycann

Top Replied-To in G1:
@dbizsolutions
@peelhunt
@gjyflange
@efinversiones

Top Replied-To in G2:
@climatewest
@brad_kerwin
@revkin
@nathanpboston
@eddy_nathalie
@rkbtoo
@vivarioarriba
@ehpinfo
@nfgim
@hcookaustin

Top Replied-To in G3:
@gkrice
@jkenney

Top Replied-To in G4:
@exxonmobil
@spetweets
@econferencenet
@sembcorp
@bp
@abs
@dsme
@woodside
@oceaneering
@equinor

Top Replied-To in G5:
@eiagov
@calililiindies

Top Replied-To in G7:
@chevron
@anhcolombia
@schlumberger

Top Replied-To in G8:
@helix_esg
@adnocgroup
@snclavalin

Top Replied-To in G9:
@realdonaldtrump
@annavanzee
@_slnovak
@jschenkjohn
@cactusflower81
@naomiaklein
@afp
@janesays888

Top Replied-To in G10:
@coloradooilgas
@conarroe
@etorresdenver
@epa

Top Mentioned
Top Mentioned in Entire Graph:
@txsharon
@aeberman12
@calnbc
@jasonnixonab
@arynewsud
@earthworks
@nbcnews
@rkbtoo
@oilandenergy
@guild_one_inc

Top Mentioned in G1:
@ndtspek
@crudenumbers
@sevenlakestech
@phoenixinst
@globlx
@stats__group
@mun_crise
@olisystems

Top Mentioned in G2:
@txsharon
@calnbc
@earthworks
@nbcnews
@msnbc
@morning_joe
@mountainkeeper
@txoga
@vivarioarriba
@ehpinfo

Top Mentioned in G3:
@jasonnixonab
@rkbtoo
@jkenney
@txsharon
@660news
@politicalham
@wbrettwilson
@reclaimalberta
@kjpatriquin
@miket136

Top Mentioned in G4:
@guild_one_inc
@econferencenet
@spetweets
@inside_r3
@nblenergy
@exxonmobil
@saudi_aramco
@cordablockchain
@coensco
@mgeeforce

Top Mentioned in G5:
@aeberman12
@oilandenergy
@saxum_us
@eiagov
@oilmanmagazine
@talktexasoil
@wsj
@newshour
@houstonchron
@arhqadri

Top Mentioned in G6:
@arynewsud

Top Mentioned in G7:
@chevron
@pietrodpitts
@rutaleon
@oilgasalliance
@cnh_mx
@discussionbox
@energyvoicenews
@aeberman12
@halliburton
@setdeep

Top Mentioned in G8:
@adnocgroup
@ingliguori
@aruddy
@tenaris
@cggcompany
@antgrasso
@bitcoinagile
@africaoilweek
@geoexpro
@craigdresnick

Top Mentioned in G9:
@realdonaldtrump
@greenlakerun
@naomiaklein
@horseshort
@business
@financialtimes
@wattsupwiththat
@billmckibben
@cactusflower81
@zf842

Top Mentioned in G10:
@coloradooilgas
@energyindepth
@danhaleyco
@siemens_energy
@libertyfrac
@ogjonline
@worldoil
@chelsnunnenkamp
@epa
@coloradosun

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@nairapark
@libertad717
@bitcoinagile
@gidi_traffic
@gamergeeknews
@startupsbot
@evankirstel
@_redfrog
@kike230

Top Tweeters in G1:
@nairapark
@hedgebz
@docpakistan
@elise_flowers
@suchtvnews
@callinterview
@moughthere
@brecordernews
@pennewstweet
@getoiangasjobs

Top Tweeters in G2:
@_redfrog
@thereal_rebel
@sddphoto
@npsusa
@mlczone
@charluv2011
@shaktilila
@ken_crichlow
@luribea68
@amazingchevvolt

Top Tweeters in G3:
@willseattle
@frazzling
@angelatange65
@vanstreetdog
@4est2j
@dmatkins137
@blazingcatfur
@660news
@towjoe
@dawnbazely

Top Tweeters in G4:
@torontostar
@elky305
@vdstaff58
@mytweetmark
@abdoul_official
@franciagalea
@uthmanfuntua
@reygarbernal
@haz
@un

Top Tweeters in G5:
@time
@myself1234567
@mauriciowolf13
@wsj
@clarinetwoman2
@ft
@houstonchron
@shellykramer
@kat_missouri
@anttiharjula

Top Tweeters in G6:
@salman0800
@fawadkhanik1
@sajidhassanpti
@rehanahmed_92
@imran913imran
@pakistan_firstt
@arynewsud
@amushtaqqa
@muhammadraufk16
@samar_qayyum86

Top Tweeters in G7:
@chidambara09
@iijongui
@maripuerta
@forbes
@carlosfgarciag
@dallasnews
@wil_bielert
@alexios1201
@lmneuquen
@ocafezinho

Top Tweeters in G8:
@bitcoinagile
@calcaware
@akwyz
@vivekghosal
@oilgasmalaysia
@vestedventures
@thecuriousluke
@psb_dc
@makaveli22588
@claudlemire

Top Tweeters in G9:
@soniaerasmus
@thehill
@huffpost
@business
@troubleddays
@reuters
@horseshort
@nytimes
@telegraph
@washingtonpost

Top Tweeters in G10:
@africaupdates
@yahoofinance
@cbsdenver
@robcflores
@dwanesterrr
@offshoreenergyt
@ufuk89486848
@culliganmanjohn
@danacoffield
@heidilundsgaard


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