deloitte, Twitter, 5/21/2020 9:05:08 PM, 227030


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deloitte_2020-05-20_14-46-53.xlsx
deloitte_2020-05-20_14-46-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 21, 2020
Short Description:
deloitte via NodeXL https://bit.ly/2XlhSsO
@deloitte
@piersmorgan
@gooner62
@globalhlthtwit
@matthancock
@peterpetermac1
@rolynhome
@dskippings
@mgtmccartney
@deloitteus

Top hashtags:
#covid19
#hctrends
#iot
#futureofwork
#ai
#deloitte
#techtrends
#cybersecurity

Description:
Description
The graph represents a network of 4,662 Twitter users whose tweets in the requested range contained "deloitte", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 May 2020 at 21:48 UTC.

The requested start date was Wednesday, 20 May 2020 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 2-day, 14-hour, 49-minute period from Sunday, 17 May 2020 at 09:11 UTC to Wednesday, 20 May 2020 at 00:01 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 : 4662
Unique Edges : 3665
Edges With Duplicates : 8327
Total Edges : 11992
Number of Edge Types : 5
Mentions : 3621
Retweet : 2802
MentionsInRetweet : 4052
Tweet : 1094
Replies to : 423
Self-Loops : 1117
Reciprocated Vertex Pair Ratio : 0.0279801324503311
Reciprocated Edge Ratio : 0.0544371074247061
Connected Components : 742
Single-Vertex Connected Components : 444
Maximum Vertices in a Connected Component : 2959
Maximum Edges in a Connected Component : 9450
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.013703
Graph Density : 0.00028573950479121
Modularity : 0.487788
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,662 Twitter users whose tweets in the requested range contained "deloitte", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 May 2020 at 21:48 UTC.

The requested start date was Wednesday, 20 May 2020 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 2-day, 14-hour, 49-minute period from Sunday, 17 May 2020 at 09:11 UTC to Wednesday, 20 May 2020 at 00:01 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : deloitte
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[54] https://www2.deloitte.com/us/en/insights/focus/internet-of-things/transportation-iot-internet-of-things-ecosystem.html
[19] https://www2.deloitte.com/global/en/insights/topics/digital-transformation/smart-factory-2-0-technology-initiatives.html
[16] https://webinars.on24.com/deloitte/impact2020_am
[15] https://www2.deloitte.com/insights/us/en/focus/internet-of-things/enterprise-iot-solutions-edge-computing-cloud.html?id=us:2sm:3tw:4IoT::6tech:20190626160000::2416096299&utm_source=tw&utm_campaign=IoT&utm_content=tech&utm_medium=social&linkId=69516666
[15] -
[15] https://www.forbes.com/sites/deloitte/2020/05/15/cyber-in-the-new-mobile-workforce-assessing-threats-for-today-and-tomorrow/?utm_source=TWITTER&utm_medium=social&utm_content=3345672373&utm_campaign=sprinklrForbesMainTwitter
[15] https://7news.com.au/sunrise/on-the-show/virgin-australia-four-bidders-in-the-running-to-take-over-airline-revealed-c-1045278
[14] https://www2.deloitte.com/us/en/insights/focus/human-capital-trends.html
[10] https://www.businessinsider.com/executives-consultants-transforming-management-consulting-bain-mckinsey-bcg-deloitte-accenture-2020-5
[10] https://www2.deloitte.com/us/en/insights/focus/human-capital-trends/2020/ethical-implications-of-ai.html

Top URLs in Tweet in G1:
[6] https://adage.com/article/deloitte/elevating-human-experience-brand-partners/2257186?utm_source=dlvr.it&utm_medium=twitter
[6] https://www2.deloitte.com/us/en/insights/focus/human-capital-trends.html
[5] https://adage.com/article/deloitte/elevating-human-experience-brand-partners/2257186
[4] https://www2.deloitte.com/us/en/insights/focus/tech-trends/2019/human-interaction-technology-intelligent-interface.html?id=us:2sm:3tw:4tt19::6cons:20190712204300::2172142731&linkId=70435594
[4] https://wired.jp/2020/05/19/deloitte-tohmatsu-consulting-ws/
[4] https://www2.deloitte.com/us/en/insights/focus/internet-of-things/transportation-iot-internet-of-things-ecosystem.html
[3] https://www2.deloitte.com/fi/fi/pages/human-capital/articles/hc-trends-2020.html
[3] https://www2.deloitte.com/us/en/pages/deloitte-private/articles/best-managed-companies.html
[3] -
[2] https://twinybots.ch/

Top URLs in Tweet in G2:
[15] https://www.forbes.com/sites/deloitte/2020/05/15/cyber-in-the-new-mobile-workforce-assessing-threats-for-today-and-tomorrow/?utm_source=TWITTER&utm_medium=social&utm_content=3345672373&utm_campaign=sprinklrForbesMainTwitter
[8] https://www2.deloitte.com/au/en/pages/media-releases/articles/budget-monitor.html?id=au:2sm:3tw:4dae-budget-monitor-0520:5awa:6dae:20200511:&utm_source=t.co&utm_medium=social&utm_campaign=dae-budget-monitor-0520&utm_content=web
[4] https://www2.deloitte.com/es/es/pages/human-capital/articles/las-personas-primero-durante-el-covid-19.html?id=es:2sm:3tw:4coronavirus::6hc:20200516113000::3347287328:5&utm_campaign=coronavirus&linkId=88765930&utm_content=129571947&utm_medium=social&utm_source=twitter&hss_channel=tw-88878019
[3] https://www.financierworldwide.com/annual-review-transfer-pricing-2019#.XZYNIVVKjcs
[3] http://elo.argyleforum.com/FinanceWeb051920?utm_source=TWIT&utm_medium=organic&utm_campaign=FinanceWeb051920&utm_content=post1
[2] http://news.aa.com/news/news-details/2020/American-Airlines-and-Deloitte-Partner-to-Provide-40000-Pieces-of-Critical-Personal-Protective-Equipment-to-Frontline-Health-Care-Heroes-COMM-VOL-05/default.aspx
[2] https://www2.deloitte.com/us/en/pages/deloitte-private/articles/best-managed-companies.html
[2] https://www2.deloitte.com/au/en/pages/consumer-industrial-products/articles/australian-agribusiness-quiet-achiever-in-troubled-economy.html?utm_source=eloqua&utm_medium=email&utm_campaign=20200504-cpr-newsletter-agribusiness-bulletin&utm_content=body&elq_mid=3492&elq_cid=127465
[2] https://dart.deloitte.com/USDART/tree/vsid/531204?id=us:2sm:3tw:4usgpnews::6audit:20200518220250::3352222817:5&utm_source=tw&utm_campaign=usgpnews&utm_content=audit&utm_medium=social&linkId=88918950
[2] https://www2.deloitte.com/uk/en/blog/responsible-business/2020/sending-devices-to-those-in-need.html

Top URLs in Tweet in G3:
[1] https://twitter.com/globalhlthtwit/status/1262852656915243009
[1] https://www.theguardian.com/society/2020/may/08/creeping-privatisation-of-nhs-is-hampering-our-covid-19-response
[1] https://www.theguardian.com/business/2020/may/04/uk-government-using-crisis-to-transfer-nhs-duties-to-private-sector?CMP=Share_AndroidApp_Tweet
[1] https://www.theguardian.com/business/2020/may/04/uk-government-using-crisis-to-transfer-nhs-duties-to-private-sector?CMP=share_btn_tw
[1] https://www.opendemocracy.net/en/dark-money-investigations/useless-deloitte-accused-of-ppe-failings-amid-covid-19-deal-secrecy/

Top URLs in Tweet in G4:
[16] https://webinars.on24.com/deloitte/impact2020_am
[12] -
[7] https://www2.deloitte.com/us/en/insights/focus/human-capital-trends/2020/covid-19-and-the-future-of-work.html?id=us:2sm:3tw:4di_gl:5eng:6di
[4] https://hub.dragos.com/how-to-create-a-cybersecurity-strategy-webinar?utm_campaign=FY20Q2
[4] 5/20/2020 12:00:00 AM
[4] Webinar
[4] How
[4] to
[4] Create
[4] a

Top URLs in Tweet in G5:
[1] https://www.hsj.co.uk/coronavirus/staff-urged-to-share-covid-19-test-results-with-their-trust/7027648.article
[1] https://twitter.com/mgtmccartney/status/1260193676753539072
[1] https://www.politicshome.com/news/article/labour-demands-transparency-and-accountability-over-covid19-contracts-handed-to-private-sector
[1] https://www.ft.com/content/3bc7021d-ab9d-49cb-a8de-835684d3f918
[1] https://www.theguardian.com/world/2020/may/15/firms-given-1bn-of-state-contracts-without-tender-in-covid-19-crisis
[1] https://talkingupscotlandtwo.com/2020/05/18/lib-dem-tries-to-blame-scottish-government-for-failures-of-uk-government-testing/
[1] https://twitter.com/HSJEditor/status/1260469435183357954
[1] https://www.timesofisrael.com/us-alerted-israel-nato-to-disease-outbreak-in-china-in-november-report/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.gov.uk/guidance/coronavirus-covid-19-information-for-the-public

Top URLs in Tweet in G6:
[50] https://www2.deloitte.com/us/en/insights/focus/internet-of-things/transportation-iot-internet-of-things-ecosystem.html
[18] https://www2.deloitte.com/global/en/insights/topics/digital-transformation/smart-factory-2-0-technology-initiatives.html
[14] https://www2.deloitte.com/insights/us/en/focus/internet-of-things/enterprise-iot-solutions-edge-computing-cloud.html?id=us:2sm:3tw:4IoT::6tech:20190626160000::2416096299&utm_source=tw&utm_campaign=IoT&utm_content=tech&utm_medium=social&linkId=69516666
[9] https://www2.deloitte.com/us/en/insights/focus/human-capital-trends/2020/ethical-implications-of-ai.html
[7] https://www2.deloitte.com/us/en/insights/economy/voice-of-asia/04-2020-covid-19.html
[5] https://www2.deloitte.com/us/en/insights/topics/digital-transformation/make-ethical-technology-a-priority.html?id=us:2sm:3tw:4di6289::6di:20200518181850:dr26:3350864693:5&utm_source=tw&utm_campaign=di6289&utm_content=di&utm_medium=social&linkId=88904731
[5] https://deloitte.wsj.com/cio/2020/05/14/data-on-data-what-are-information-assets-worth/
[4] https://www2.deloitte.com/us/en/insights/focus/human-capital-trends/2020/covid-19-and-the-future-of-work.html
[3] https://www2.deloitte.com/global/en/insights/economy/covid-19/heart-of-resilient-leadership-responding-to-covid-19.html?id=gx:2sm:3tp:4covid19:5awa:6abt:130520:punit
[3] https://insidenow.deloitte.lu/risk-compliance-implications-ai-insurance-industry/article/

Top URLs in Tweet in G7:
[1] https://www.chicagotribune.com/coronavirus/ct-pritzker-illinois-unemployment-data-breach-20200517-njjwtky6uvaetj2rln5lhdjy4u-story.html
[1] https://twitter.com/USTechWorkers/status/1262553170124910594
[1] https://twitter.com/elguapo64/status/1261757488405204992
[1] https://www.businessinsider.com/coronavirus-photos-airplanes-grounded-parked-runways-satellite-2020-3?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[1] https://twitter.com/EndH1BServitude/status/1262249165238571009
[1] https://www.breitbart.com/politics/2020/05/18/struggling-iowa-egg-farmer-allows-animal-group-to-fly-1000-hens-to-ca-sanctuary/
[1] https://twitter.com/SrAv03/status/1262501973317713920
[1] https://twitter.com/FWDus/status/1262480596611272709
[1] http://www.saitj.org/h1bfacts/state-data/New-York/H-1B-Facts-Work-Visas-Deloitte-2017.pdf
[1] https://www.npr.org/local/309/2020/05/08/852747882/illinois-unemployment-agency-is-spending-millions-to-fix-and-expand-a-troubled-system

Top URLs in Tweet in G8:
[1] https://www.shorturl.at/jprzI
[1] https://www2.deloitte.com/cn/en/pages/human-capital/articles/global-human-capital-trends-2020.html?nc=1&id=cn:2sm:3tw:4report::6hc:20200519104241::3352851970:5&utm_source=tw&utm_campaign=report&utm_content=hc&utm_medium=social&linkId=88954586
[1] https://www2.deloitte.com/cn/en/pages/risk/articles/global-cyber-covid-19-weekly-executive-cyber-briefing.html?nc=1&id=cn:2sm:3tw:4article::6risk:20200519104042::3353469180:5&utm_source=tw&utm_campaign=article&utm_content=risk&utm_medium=social&linkId=88954475
[1] https://www.shareradio.co.uk/thinkingaloud/newsletters/comment-wc-2020-05-18/

Top URLs in Tweet in G9:
[2] https://www2.deloitte.com/global/en/insights/economy/covid-19/heart-of-resilient-leadership-responding-to-covid-19.html?id=global:2sm:3tw:4di_gl:5eng:6di
[2] https://issuu.com/hsvchamber/docs/io-may_2020
[1] https://www.youtube.com/watch?v=bGzK5wYhzX4&feature=youtu.be

[1] https://www2.deloitte.com/es/es/pages/finance/articles/pautas-garantizar-vuelta-segura-trabajo.html?id=es:2sm:3tw:4coronavirus::6fin:20200519154437::3354333561:5&utm_source=tw&utm_campaign=coronavirus&utm_content=fin&utm_medium=social&linkId=88976086
[1] https://www.linkedin.com/slink?code=gixFx6W
[1] https://expansion.com/agencia/europa_press/2020/05/13/20200513165039.html
[1] https://economia3.com/2020/05/19/265142-e-commerce-realidad-o-tendencia-pasajera/
[1] https://ambassadorcentral.deloitte.com/Article/Redirect/2a74e988-6841-4223-aaab-ef54ce739544?uc=22714&g=43608ec8-4e41-4c66-becd-09fa8f79a9d1&f=1015865
[1] https://www.estudiodecomunicacion.com/la-nueva-normalidad/
[1] https://twitter.com/CodemoMadrid/status/1262397853760135169

Top URLs in Tweet in G10:
[1] https://www.independent.co.uk/news/business/news/pwc-kpmg-deloitte-and-ey-audit-quality-failure-frc-report-a8998321.html
[1] https://www.theguardian.com/world/2020/may/15/firms-given-1bn-of-state-contracts-without-tender-in-covid-19-crisis
[1] https://www.theguardian.com/world/2020/apr/23/hospitals-sound-alarm-over-privately-run-test-centre-in-surrey
[1] https://twitter.com/nyeannebevan/status/1262061153053794310

Top Domains
Top Domains in Tweet in Entire Graph:
[1090] deloitte.com
[153] linkedin.com
[98] twitter.com
[39] forbes.com
[35] com.au
[30] wsj.com
[27] zoom.us
[22] on24.com
[19] dy.si
[18] co.uk

Top Domains in Tweet in G1:
[152] deloitte.com
[110] linkedin.com
[31] twitter.com
[12] adage.com
[12] dy.si
[10] tweetedtimes.com
[9] hbr.org
[7] wired.jp
[6] com.au
[6] forbes.com

Top Domains in Tweet in G2:
[106] deloitte.com
[26] forbes.com
[16] twitter.com
[13] linkedin.com
[8] zoom.us
[4] aa.com
[4] argyleforum.com
[4] wsj.com
[3] org.uk
[3] financierworldwide.com

Top Domains in Tweet in G3:
[3] theguardian.com
[1] twitter.com
[1] opendemocracy.net

Top Domains in Tweet in G4:
[454] deloitte.com
[20] on24.com
[9] linkedin.com
[8] wsj.com
[5] dragos.com
[4] twitter.com
[4] dragonchain.com
[4] dy.si
[3] nationalobserver.com
[3] opendemocracy.net

Top Domains in Tweet in G5:
[2] twitter.com
[1] co.uk
[1] politicshome.com
[1] ft.com
[1] theguardian.com
[1] talkingupscotlandtwo.com
[1] timesofisrael.com
[1] gov.uk

Top Domains in Tweet in G6:
[183] deloitte.com
[6] twitter.com
[5] wsj.com
[5] linkedin.com
[4] forbes.com
[3] deloitte.lu
[3] ow.ly
[2] datascientists.fr
[1] deloi.tt
[1] mit.edu

Top Domains in Tweet in G7:
[6] twitter.com
[1] chicagotribune.com
[1] businessinsider.com
[1] breitbart.com
[1] saitj.org
[1] npr.org

Top Domains in Tweet in G8:
[2] deloitte.com
[1] shorturl.at
[1] co.uk

Top Domains in Tweet in G9:
[6] deloitte.com
[2] issuu.com
[1] youtube.com
[1] linkedin.com
[1] expansion.com
[1] economia3.com
[1] estudiodecomunicacion.com
[1] twitter.com
[1] radian6.com
[1] aproema.com

Top Domains in Tweet in G10:
[2] theguardian.com
[1] co.uk
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[389] covid19
[150] hctrends
[96] iot
[96] futureofwork
[86] ai
[85] deloitte
[79] techtrends
[76] cybersecurity
[68] digital
[64] h1b



Top Hashtags in Tweet in G1:
[41] covid19
[30] impactthatmatters
[19] deloitte
[7] futureofwork
[7] hctrends
[7] finance
[6] cybersecurity
[6] hyderabad
[6] remotelearning
[6] develop

Top Hashtags in Tweet in G2:
[83] covid19
[22] letgoodtakeflight
[11] impactthatmatters
[10] ai
[9] blockchain
[8] impacteveryday
[8] covid
[8] covid_19
[8] tax
[8] technology

Top Hashtags in Tweet in G3:
[2] nhs
[1] newsnight

Top Hashtags in Tweet in G4:
[136] covid19
[131] hctrends
[74] techtrends
[71] futureofwork
[39] socialenterprise
[29] digital
[24] workwell
[24] esports
[23] humanexperience
[22] brands

Top Hashtags in Tweet in G5:
[1] publichealth
[1] covid19
[1] testtraceisolate
[1] cummings
[1] carehomes
[1] brexitbeforebreathing
[1] herdimmunity
[1] testing
[1] tracing
[1] covid

Top Hashtags in Tweet in G6:
[86] iot
[63] ai
[56] cybersecurity
[50] machinelearning
[43] covid19
[40] analytics
[38] devops
[38] cio
[31] bigdata
[29] deloitte

Top Hashtags in Tweet in G7:
[64] h1b
[48] s386
[11] cerner
[8] opt

Top Hashtags in Tweet in G8:
[2] mobilitytalks
[2] china
[2] beijing
[1] mobilityclub
[1] pcaob
[1] america
[1] fraud
[1] cyberattacks
[1] supplychains
[1] cyber

Top Hashtags in Tweet in G9:
[7] líderesresponsables
[5] covid19
[3] trackvirtualritsi
[3] congresoritsi
[3] quédateencasa
[3] fehm
[2] leadersforgood
[2] cfo
[1] covidー19
[1] economic

Top Hashtags in Tweet in G10:
[1] gmb
[1] goodmorningbritain
[1] ridge
[1] marr

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[327] deloitte
[86] covid
[83] 19
[50] 2020
[41] #covid19
[36] work
[35] insights
[34] business
[34] more
[32] human

Top Words in Tweet in G2:
[401] deloitte
[83] #covid19
[81] more
[52] help
[46] deloitteindia
[45] americanair
[40] working
[40] business
[40] rodcartwright
[37] prca_uk

Top Words in Tweet in G3:
[420] gps
[380] globalhlthtwit
[361] nhs
[358] know
[357] 000
[356] 61
[356] country
[356] backbone
[356] support
[356] blood

Top Words in Tweet in G4:
[189] deloitte
[177] 2020
[144] deloittehc
[136] #covid19
[136] global
[131] #hctrends
[125] work
[115] more
[114] explore
[110] deloitteus

Top Words in Tweet in G5:
[313] deloitte
[168] results
[159] mgtmccartney
[158] matthancock
[144] gps
[141] centres
[133] sending
[118] outsource
[111] test
[111] contact

Top Words in Tweet in G6:
[229] antgrasso
[167] deloitte
[136] end
[128] technologies
[121] iot
[93] more
[86] #iot
[81] human
[80] evolving
[79] edge

Top Words in Tweet in G7:
[131] unemployment
[131] system
[131] data
[128] online
[88] ustechworkers
[68] another
[65] breach
[64] glitch
[64] illinois'
[64] exposes

Top Words in Tweet in G8:
[68] citronresearch
[46] fraud
[45] andrew
[45] left
[45] business
[44] fox
[44] 11
[44] 30
[44] explain
[43] citron

Top Words in Tweet in G9:
[27] deloitte_es
[13] online
[11] deloitte
[8] cambios
[8] nueva
[7] empresas
[7] crisis
[7] #líderesresponsables
[6] webinar
[6] rodríguez

Top Words in Tweet in G10:
[62] over
[60] nyeannebevan
[59] contracts
[59] companies
[58] private
[58] pandemic
[57] state
[57] 1bn
[57] awarded
[57] dealing

Top Word Pairs
Top Word Pairs in Tweet in G2:
[76] 40,000
[21] working,together
[12] prca,deloitte
[12] deloitte,rodcartwright
[11] re,working
[11] more,40
[11] 000,medical
[10] medical,gowns
[10] together,deloitte
[10] deloitte,#letgoodtakeflight

Top Word Pairs in Tweet in G3:
[25] 61,000
[24] 000,gps
[24] gps,country
[24] country,backbone
[23] backbone,nhs
[23] nhs,know
[23] know,support
[23] support,blood
[22] globalhlthtwit,61
[22] gps,sidelined

Top Word Pairs in Tweet in G4:
[356] global,#hctrends
[356] path,forward
[356] deloitteontech,#techtrends
[356] 2020,global
[356] deloittehc,2020
[356] incentive,compensation
[356] 2020,deloittehc
[356] deloitte,2020
[355] world,dramatically
[64] dramatically,changing

Top Word Pairs in Tweet in G5:
[79] sending,results
[74] deloitte,test
[71] test,centres
[71] centres,sending
[66] results,back
[48] back,gps
[43] gps,matthancock
[43] matthancock,still
[42] still,planning
[42] planning,outsource

Top Word Pairs in Tweet in G6:
[132] combining,human
[110] human,centered
[110] centered,design
[110] design,techniques
[110] techniques,leading
[110] leading,edge
[110] edge,technologies
[110] technologies,interfaces
[110] interfaces,evolving
[110] evolving,more

Top Word Pairs in Tweet in G7:
[76] online,unemployment
[76] unemployment,system
[76] data,breach
[76] another,online
[76] system,glitch
[76] glitch,data
[76] breach,illinois'
[76] illinois',online
[76] system,exposes
[76] exposes,private

Top Word Pairs in Tweet in G8:
[128] andrew,left
[128] fox,business
[65] 11,30
[64] left,citron
[64] citron,research
[64] research,appear
[64] appear,fox
[64] business,11
[64] 30,further
[64] further,explain

Top Word Pairs in Tweet in G9:
[44] nueva,normalidad
[44] fernando,ruiz
[44] silvia,rodríguez
[43] rodríguez,nuestra
[43] nuestra,directora
[43] directora,área
[43] área,online
[43] online,escribe
[43] escribe,importantes
[43] importantes,cambios

Top Word Pairs in Tweet in G10:
[6] state,contracts
[5] 1bn,awarded
[5] awarded,private
[5] private,companies
[5] companies,dealing
[5] pandemic,firms
[5] contracts,worth
[5] worth,over
[5] over,1bn
[5] dealing,coronavirus

Top Replied-To
Top Replied-To in Entire Graph:
@richardgahagan
@citronresearch
@americanair
@deloitte
@think_lyndon
@monitor_safety
@globalhlthtwit
@punitrenjen
@heather_eliska
@bharatbhandari1

Top Replied-To in G1:
@rvp

Top Replied-To in G2:
@americanair
@think_lyndon
@deloitte
@monitor_safety
@prkezza
@shavaunglen
@katestinchcombe
@forbes
@gabe_ibrahim
@oldmanoakland

Top Replied-To in G3:
@globalhlthtwit
@dariahassqt
@lindapowell3

Top Replied-To in G4:
@deloitteus
@erica_volini
@ophommachanh
@deloittesg
@deloittehc
@literesearch
@occean5
@suzieramirezsf
@kathi_enderes
@dhelfrich21

Top Replied-To in G5:
@mgtmccartney
@dr_philippaw
@prof_ian_shaw
@matthancock
@criticalcareuk
@documentsc
@luckyheronsay
@helenpidd

Top Replied-To in G6:
@punitrenjen
@betamoroney
@fisher85m
@antgrasso
@ronald_vanloon
@simonlporter

Top Replied-To in G7:
@ustechworkers
@sagaryogendra
@mattbonness
@mskavr
@othithee1
@jerryllewis713
@senatordurbin
@spushor
@frankdc17
@billterrill

Top Replied-To in G8:
@citronresearch
@forgeriver
@qtrresearch
@deloitte
@robinivski
@vickymiaosg
@renownedd

Top Replied-To in G9:
@amchamspain

Top Replied-To in G10:
@momentumndevon
@shackviral
@mmaher70
@borisjohnson
@bbcnews

Top Mentioned
Top Mentioned in Entire Graph:
@deloitte
@globalhlthtwit
@antgrasso
@matthancock
@mgtmccartney
@deloittehc
@deloitteus
@dr_philippaw
@deloitteontech
@ustechworkers

Top Mentioned in G1:
@7gtech
@carrolltrusts
@ptrevisanv
@ctl_bizness
@freemartinsmar1
@rogistics
@petervas6

Top Mentioned in G2:
@deloitte
@prca_uk
@rodcartwright
@americanair
@mountsinainyc
@deloitteindia
@deloitteuk
@forbes
@markhutcheon
@prca

Top Mentioned in G3:
@globalhlthtwit
@tom___scott
@lindapowell3
@zebraskindiva45
@stevemasterson8
@mandoline_blue
@docrussjackson
@rachelreevesmp
@nyeannebevan
@georgemonbiot

Top Mentioned in G4:
@deloittehc
@deloitteus
@deloitteontech
@wsj
@deloittetmt
@deloitte
@erica_volini
@robertmlee
@dragosinc
@ramseyhajj

Top Mentioned in G5:
@matthancock
@mgtmccartney
@dr_philippaw
@rachelreevesmp
@premnsikka
@cathobbs
@globalhlthtwit
@tom___scott
@macbedab
@jonashworth

Top Mentioned in G6:
@antgrasso
@deloitte
@deloitteinsight
@punitrenjen
@ronald_vanloon
@fisher85m
@richardeudes
@deloit
@r_demidchuk
@ing_lionetti

Top Mentioned in G7:
@ustechworkers
@ernestmedsel1
@senmikelee
@spushor
@srav03
@frankdc17
@uschamber
@lord_curzon
@beringorca
@fwdus

Top Mentioned in G8:
@citronresearch
@deloitte
@sec_enforcement
@realdonaldtrump
@varneyco
@deloittechina
@deloitteus
@gcrunelle
@deloi

Top Mentioned in G9:
@deloitte_es
@d
@deloitte
@lizcanojoseluis
@asociacionaeca
@amarinas
@catedra_rsc
@hackathonlovers
@fundacion_seres
@pablozalba

Top Mentioned in G10:
@nyeannebevan
@shackviral
@mmaher70
@globalhlthtwit
@dorset_eye
@jamesefoster
@tom___scott
@borisjohnson
@badputty
@georgeberger

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@alerttrade
@sectest9
@jurylady5
@rk70534
@ejlazar
@geoffrey_payne
@chidambara09
@southwestair
@evankirstel

Top Tweeters in G1:
@agenparl
@yuria2122
@prpnews
@rvp
@harasu_onigiri
@heatherpeno
@carguytimes
@dollaroyale
@skynewsaust
@bloombergasia

Top Tweeters in G2:
@americanair
@geoffrey_payne
@southwestair
@princessbibirf_
@femtech_
@vernapolitics
@diegocruzblog
@bsindia
@wwe
@openmarketingtv

Top Tweeters in G3:
@rk70534
@wildwalkerwoman
@lewisno1fan
@velvetsilk
@lopcute
@leplanrex
@paul_trembath
@christinejameis
@andypeacock999
@lazaroumterror

Top Tweeters in G4:
@foxnews
@wsj
@justbementalist
@fortunemagazine
@psalm11813
@denverpost
@pix11news
@techrepublic
@arcange52536129
@dorothysmith11

Top Tweeters in G5:
@johnjoechad
@jpjanson
@sandradunn1955
@roadwarrior29
@tighnacoille
@sovereignannie
@mit1953
@tartancobweb
@lanct22
@ferguson2811

Top Tweeters in G6:
@sectest9
@chidambara09
@cybersec_feeds
@pickooo
@fintechna
@calcaware
@rousseauagnes
@anarchified
@nicochan33
@trippbraden

Top Tweeters in G7:
@gambiste1
@piedmontian11
@sagaryogendra
@wv_kelley
@firemann816
@lord_curzon
@cej5001
@michellemalkin
@adriennem5
@nhtex

Top Tweeters in G8:
@alerttrade
@aruliusmarcus
@foxbusiness
@befreeinfl
@qtrresearch
@justusnatuhwera
@johnpagnotta
@teslacharts
@realdonaldtrump
@willauerprosky

Top Tweeters in G9:
@ejlazar
@lavanguardia
@bolsamania
@wef
@ideajunta
@economia_3
@bbva_usa
@citmarbella
@pablozalba
@gesvalt

Top Tweeters in G10:
@w_nicht
@bbcnews
@dingabelle
@dbashby
@1kilroywashere
@treekahlo
@randolphtrent
@badputty
@tahirbinhussai2
@gilliangn