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From:
NodeXLExcelAutomator
Uploaded on:
May 12, 2021
Short Description:
govtech via NodeXL https://bit.ly/3hjOWNn
@enricomolinari
@govtechnews
@martinlindla
@chidambara09
@botcybersec
@godfrey_g_
@enri
@mashable
@oecdgov
@bradleysaull

Top hashtags:
#govtech
#ai
#marketing
#fintech
#iot
#cybersecurity
#policing
#blockchain
#smartcities

Description:
Description
The graph represents a network of 3,469 Twitter users whose tweets in the requested range contained "govtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 May 2021 at 23:25 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 20-hour, 51-minute period from Tuesday, 27 April 2021 at 03:05 UTC to Sunday, 09 May 2021 at 23:56 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 : 3469
Unique Edges : 3690
Edges With Duplicates : 14921
Total Edges : 18611
Number of Edge Types : 5
Mentions : 2659
Retweet : 5176
MentionsInRetweet : 9479
Tweet : 1106
Replies to : 191
Self-Loops : 1183
Reciprocated Vertex Pair Ratio : 0.027304319046831
Reciprocated Edge Ratio : 0.0531572164948454
Connected Components : 538
Single-Vertex Connected Components : 308
Maximum Vertices in a Connected Component : 2095
Maximum Edges in a Connected Component : 16265
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.629196
Graph Density : 0.000516022121123558
Modularity : 0.299297
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,469 Twitter users whose tweets in the requested range contained "govtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 10 May 2021 at 23:25 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 12-day, 20-hour, 51-minute period from Tuesday, 27 April 2021 at 03:05 UTC to Sunday, 09 May 2021 at 23:56 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 : govtech
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:
[440] https://www.govtech.com/news/Opinion-Artificial-Intelligences-Military-Risks-Potential.html
[106] https://dy.si/XWBQM
[45] https://www.govtech.com/education/higher-ed/cybersecurity-studies-increasingly-popular-at-us-colleges
[37] https://www.youtube.com/watch?v=Ss6D_T9nxPg

[31] https://www.govtech.com/security/experts-florida-voting-machines-ripe-for-foreign-hackers.html
[30] https://mobilewatch.eu/what-are-the-data-protection-challenges-of-managing-compliance-on-private-devices
[24] https://www.govtech.com/security/Experts-Florida-Voting-Machines-Ripe-for-Foreign-Hackers.html
[20] https://www.govtech.com/civic/power-to-the-public-book-public-sector-tech
[19] https://www.zdnet.com/article/budget-2021-digital-economy-strategy-gets-nearly-au1-billion/?ftag=COS-05-10aaa0g&taid=6094e1ed1f36dc0001b93ed6&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[19] https://www.govtech.com/civic/library-of-things-granting-community-access-to-emerging-tech

Top URLs in Tweet in G1:
[35] https://www.govtech.com/news/Opinion-Artificial-Intelligences-Military-Risks-Potential.html
[30] https://mobilewatch.eu/what-are-the-data-protection-challenges-of-managing-compliance-on-private-devices
[19] https://www.zdnet.com/article/budget-2021-digital-economy-strategy-gets-nearly-au1-billion/?ftag=COS-05-10aaa0g&taid=6094e1ed1f36dc0001b93ed6&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[18] https://mobilewatch.eu/1lod-surveillance-digital-debate
[17] https://mobilewatch.eu/trading-floor-overcoming-the-dangers-of-personal-mobile-devices
[15] https://www.gsma.com/mobilefordevelopment/blog/africa-and-asia-three-frontier-technology-trends-in-the-wake-of-covid-19/
[12] https://qoo.ly/3c39t2
[10] https://www.mckinsey.com/featured-insights/coronavirus-leading-through-the-crisis/charting-the-path-to-the-next-normal/green-for-green?cid=soc-web
[9] https://qoo.ly/3c4ju3
[8] http://www.govtech.com/health/how-will-robots-effect-your-healthcare-infographic.html

Top URLs in Tweet in G2:
[12] https://www.govtech.com/civic/library-of-things-granting-community-access-to-emerging-tech
[8] https://www.govtech.com/opinion/invest-in-data-infrastructure-for-smart-equitable-recovery
[6] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/email-security-working-from-home-and-world-password-day
[6] https://www.govtech.com/products/battery-less-iot-could-change-how-when-we-gather-data
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=254287
[5] https://www.govtech.com/education/higher-ed/aiken-tech-career-programs-aim-to-counter-workforce-shortage
[4] https://www.govtech.com/analytics/u-s-cities-offer-guideposts-for-federal-infrastructure
[4] https://www.govtech.com/education/higher-ed/what-higher-ed-can-bring-to-closing-the-digital-divide
[4] https://www.govtech.com/education/higher-ed/cybersecurity-studies-increasingly-popular-at-us-colleges
[4] https://www.govtech.com/5-saas-metrics-that-really-matter-for-gov-tech-companies

Top URLs in Tweet in G3:
[6] https://twinybots.ch/
[6] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/email-security-working-from-home-and-world-password-day
[6] |
[5] https://www.govtech.com/biz/citydata-launches-two-geofence-based-chatbots-for-government
[5] https://www.govtech.com/education/higher-ed/cybersecurity-studies-increasingly-popular-at-us-colleges
[5] https://www.govtech.com/education/k-12/hamilton-southeastern-schools-to-offer-100-virtual-option
[5] https://www.govtech.com/security/task-force-report-its-time-to-crack-down-on-ransomware
[4] https://www.cyberagent.co.jp/news/detail/id=26126
[4] https://www.govtech.com/security/to-fight-social-media-disinformation-look-to-the-algorithms
[4] https://www.govtech.com/transportation/biden-plans-to-build-500-ev-charging-stations

Top URLs in Tweet in G4:
[3] https://granicus.com/resource/one-message-108-different-languages/?&utm_medium=social-organic&utm_source=twitter
[3] https://granicus.com/strsummit-21/?utm_campaign=2021_05_STRSummit&utm_medium=social-organic&utm_source=facebookhttps://granicus.com/strsummit-21/?utm_campaign=2021_05_STRSummit&utm_medium=social-organic&utm_source=twitter
[2] https://anchor.fm/thegovlab/episodes/synAthina-with-Haris-Biskos-e105glb
[2] https://disinformation.the100questions.org/
[2] https://twitter.com/ODIHQ/status/1386964439916859393
[2] https://webinars.govtech.com/Making-the-Most-of-Federal-Grants-National-Survey-Results-Revealed-135818.html?appCore=https%3A%2F%2Fcms.erepublic.com%2Fcommon%2Fforms%2Fajax_form%2F135818&promo_code=gov_webinar_email_135818_sponsor_ecivis&utm_campaign=Get%20Funding%20Out%20Faster%20to%20Your%20Communities%202021&utm_content=163921570&utm_medium=social&utm_source=twitter&hss_channel=tw-151574397
[2] https://webinars.govtech.com/Making-the-Most-of-Federal-Grants-National-Survey-Results-Revealed-135818.html?appCore=https://cms.erepublic.com/common/forms/ajax_form/135818
[2] https://www.govtech.com/sponsored/How-LA-County-Used-the-Cloud-to-Meet-Pandemic-Related-Challenges.html?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_SLG&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=NAMER&sc_outcome=lead_gen&trkCampaign=la-county-article&trk=la-county-article_TWITTER&sc_content=la-county-article&sc_category=Amazon+AWS&linkId=116366129
[2] https://theodi.org/event/odi-fridays-making-local-deliveries-safer-cleaner-and-healthier/
[2] https://papers.govtech.com/Leveraging-the-Cloud-to-Reduce-Traffic-Congestion-138973.html

Top URLs in Tweet in G5:
[8] https://www.oecd.org/gov/digital-government/good-practice-principles-for-data-ethics-in-the-public-sector.pdf
[5] https://twitter.com/GovTechHub/status/1385305522983915528
[5] https://zoom.us/meeting/register/tJcocOChqzIsGtbuHccN2OucBNLGBrmRRGHR
[4] https://www.caf.com/es/actualidad/capacitacion/2021/06/govtech-y-el-futuro-del-gobierno/
[4] https://www.caf.com/pt/presente/chamadas/2021/03/observatorio-govtech-da-iberoamerica/#participa-module
[3] https://www.caf.com/es/actualidad/convocatorias/2021/03/observatorio-govtech-de-iberoamerica/?parent=54905&social=twitter
[3] https://www.caf.com/es/actualidad/noticias/2020/11/vives-en-un-pais-digitalizado/?parent=6372
[3] https://www.youtube.com/channel/UCLiwXJvoE_QxkAb7x1FU3xw
[3] https://www.linkedin.com/slink?code=eEdSQyv
[3] https://www.gob.pe/institucion/pcm/informes-publicaciones/1890905-programa-i-bootcamp-internacional-en-servicios-e-innovacion-digital

Top URLs in Tweet in G6:
[1] https://www.govtech.com/health/florida-gov-desantis-signs-bill-banning-vaccine-passports

Top URLs in Tweet in G7:
[12] https://www.govtech.com/civic/power-to-the-public-book-public-sector-tech
[3] https://beyondidentity.com/
[3] https://webinars.govtech.com/-Market-Briefing-American-Rescue-Plan-Important-New-Funding-and-Tech-Opportunities-139157.html
[2] Experience
[2] https://www.govtech.com/5-saas-metrics-that-really-matter-for-gov-tech-companies
[2] https://www.govpilot.com/govpilot-webinar-crowdsourcing-citizen-concerns
[2] https://www.americancityandcounty.com/2021/04/26/the-future-of-work-office-and-technology-in-local-government/
[1] https://twitter.com/DAVHQ/status/1389933655741669379
[1] https://gcn.com/articles/2021/04/20/army-cloud-migration.aspx?s=gcncloud_210421&oly_enc_id=
[1] https://www.nextgov.com/it-modernization/2021/04/classified-workloads-coming-milcloud-summer-gdit-says/173400/

Top URLs in Tweet in G8:
[1] https://twitter.com/GooseOfCrypto/status/1386848928629329923

Top URLs in Tweet in G9:
[37] https://www.youtube.com/watch?v=Ss6D_T9nxPg

[1] https://infl.tv/jr8R
[1] https://infl.tv/jrqo
[1] https://infl.tv/jr3M
[1] https://infl.tv/jrsJ
[1] https://infl.tv/jqQR
[1] https://infl.tv/jqNz

Top URLs in Tweet in G10:
[15] https://www.govtech.com/security/Experts-Florida-Voting-Machines-Ripe-for-Foreign-Hackers.html
[1] https://www.govtech.com/elections/despite-risks-some-states-still-use-paperless-voting-machines.html
[1] https://www.govtech.com/security/Mueller-Report-At-Least-One-Florida-County-System-Breached-by-Hackers.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1353] govtech.com
[315] qoo.ly
[142] dy.si
[134] twitter.com
[89] linkedin.com
[71] voicestorm.com
[69] mobilewatch.eu
[58] vision33.com
[56] youtube.com
[51] govevents.com

Top Domains in Tweet in G1:
[307] qoo.ly
[94] govtech.com
[69] mobilewatch.eu
[58] vision33.com
[51] govevents.com
[27] co.uk
[25] voicestorm.com
[22] twitter.com
[19] zdnet.com
[18] mckinsey.com

Top Domains in Tweet in G2:
[294] govtech.com
[9] voicestorm.com
[8] linkedin.com
[8] tylertech.com
[7] qoo.ly
[6] nodexlgraphgallery.org
[5] twitter.com
[3] civicplus.com
[3] codeforamerica.org
[3] govqa.com

Top Domains in Tweet in G3:
[197] govtech.com
[16] dy.si
[16] linkedin.com
[14] codefor.nl
[12] twitter.com
[6] twinybots.ch
[5] co.jp
[5] gov.sg
[5] computronix.com
[5] dlvr.it

Top Domains in Tweet in G4:
[21] granicus.com
[16] americancityandcounty.com
[13] twitter.com
[10] govtech.com
[9] federalnewsnetwork.com
[7] linkedin.com
[7] theodi.org
[7] awscloud.com
[7] amazon.com
[5] fedscoop.com

Top Domains in Tweet in G5:
[29] twitter.com
[15] caf.com
[8] oecd.org
[7] youtube.com
[7] zoom.us
[3] linkedin.com
[3] gob.pe
[2] stateup.co
[2] radian6.com
[2] ie.edu

Top Domains in Tweet in G6:
[1] govtech.com

Top Domains in Tweet in G7:
[23] govtech.com
[11] twitter.com
[5] govpilot.com
[4] nextgov.com
[4] beyondidentity.com
[3] meritalk.com
[2] americancityandcounty.com
[1] gcn.com
[1] techtarget.com
[1] washingtonpost.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[37] youtube.com
[6] infl.tv

Top Domains in Tweet in G10:
[17] govtech.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1893] govtech
[1251] ai
[565] marketing
[522] fintech
[494] iot
[450] cybersecurity
[444] policing
[415] blockchain
[387] smartcities
[364] security



Top Hashtags in Tweet in G1:
[963] govtech
[890] ai
[552] marketing
[492] fintech
[475] iot
[374] blockchain
[363] cybersecurity
[357] smartcities
[341] ehealth
[327] security

Top Hashtags in Tweet in G2:
[60] govtech
[30] cybersecurity
[14] security
[11] opensource
[11] localgov
[10] ai
[10] civictech
[9] cdwsocial
[9] publicsector
[9] engagedlibraries

Top Hashtags in Tweet in G3:
[94] govtech
[19] civictech
[13] collectie
[10] localgov
[8] licensing
[7] publicsector
[7] ai
[7] passionateaboutgovernment
[6] cybersecurity
[6] security

Top Hashtags in Tweet in G4:
[163] govtech
[28] webdesign
[28] localgovwire
[21] govit
[21] govcon
[21] civictech
[8] data
[8] stateandlocalgov
[8] covidcomms
[7] govdelivery

Top Hashtags in Tweet in G5:
[187] govtech
[38] govtechhub
[32] innovaciónpública
[18] startups
[14] govtechtalks
[11] blockchain
[8] comunidadgovtech
[8] govtechmasterclass
[7] gobiernos
[7] innovación

Top Hashtags in Tweet in G7:
[63] govtech
[11] technology
[10] data
[10] civictech
[9] cybersecurity
[9] smartcities
[9] localgov
[8] publicinteresttech
[7] fedit
[7] localgovernment

Top Hashtags in Tweet in G8:
[1] cardano
[1] singularitynet

Top Words
Top Words in Tweet in Entire Graph:
[4000] enricomolinari
[1894] #govtech
[1251] #ai
[918] mashable
[873] more
[781] govtech
[685] data
[644] wef
[592] iainljbrown
[565] #marketing

Top Words in Tweet in G1:
[3928] enricomolinari
[963] #govtech
[905] mashable
[890] #ai
[629] wef
[552] #marketing
[497] #fintech
[477] #iot
[374] #blockchain
[363] #cybersecurity

Top Words in Tweet in G2:
[235] govtechnews
[102] data
[70] infrastructure
[65] tech
[60] #govtech
[59] states
[59] ensure
[57] more
[54] recovery
[46] broadband

Top Words in Tweet in G3:
[94] #govtech
[72] govtech
[41] government
[34] more
[32] technology
[27] public
[22] cybersecurity
[21] state
[21] learn
[20] data

Top Words in Tweet in G4:
[162] #govtech
[44] aws_gov
[42] learn
[34] thegovlab
[30] data
[28] join
[28] #webdesign
[28] #localgovwire
[28] odihq
[21] more

Top Words in Tweet in G5:
[189] #govtech
[112] govtechhub
[96] masterclass
[58] innovación
[55] pública
[54] agendacaf
[51] cifuentesaura
[45] junto
[45] govtech
[45] enrique_za

Top Words in Tweet in G6:
[248] florida
[124] gov
[124] desantis
[124] signs
[124] bill
[124] banning
[124] vaccine
[124] passports
[124] lead
[124] way

Top Words in Tweet in G7:
[63] #govtech
[29] government
[29] public
[17] tech
[17] join
[15] onyxgovernment
[14] technology
[14] sector
[13] book
[13] makes

Top Words in Tweet in G8:
[178] know
[176] countries
[91] african
[90] gooseofcrypto
[89] blockchain
[88] adopting
[88] technology
[88] unprecedented
[88] rates
[9] africa

Top Words in Tweet in G9:
[86] more
[43] cybersecurity
[43] grows
[43] challenging
[43] government
[43] agencies
[43] day
[43] sophistication
[43] threats
[43] continues

Top Words in Tweet in G10:
[44] jennycohn1
[38] texas
[38] paperless
[38] equipment
[21] state
[19] artsycarol
[19] probably
[18] cwolmak
[18] repre
[15] florida

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[752] mashable,enricomolinari
[513] wef,enricomolinari
[461] read,more
[450] artificial,intelligence
[442] good,data
[442] data,improve
[442] improve,#policing
[442] #policing,reduce
[442] reduce,excessive
[442] excessive,force

Top Word Pairs in Tweet in G1:
[740] mashable,enricomolinari
[506] wef,enricomolinari
[302] #ai,#iot
[260] #govtech,#security
[258] #security,govinfosecurity
[248] #finserv,#insurtech
[226] #insurtech,#proptech
[214] #fintech,#finserv
[207] #esg,#sdgs
[193] billmew,#govtech

Top Word Pairs in Tweet in G2:
[47] data,infrastructure
[42] states,invest
[42] infrastructure,ensure
[42] ensure,recovery
[31] joe,biden
[31] recovery,supports
[30] potus,joe
[28] kamala,harris
[28] harris,tackle
[27] vp,kamala

Top Word Pairs in Tweet in G3:
[15] government,technology
[15] spring,mountain
[14] mountain,capital
[14] #civictech,#govtech
[13] govtech,saas
[13] initiatieven,uitgelicht
[9] icymi,google
[9] google,introduced
[9] introduced,feature
[9] feature,called

Top Word Pairs in Tweet in G4:
[28] #webdesign,#localgovwire
[28] #localgovwire,#govtech
[19] #govit,#govtech
[15] #govtech,#civictech
[14] martinlindla,aws_gov
[9] #govcon,#govtech
[7] state,local
[7] welcome,chrisriotta
[7] chrisriotta,fcw
[7] fcw,chris

Top Word Pairs in Tweet in G5:
[49] innovación,pública
[48] masterclass,#govtech
[32] #govtech,#innovaciónpública
[32] junto,cifuentesaura
[30] comunidad,#govtech
[25] américa,latina
[22] gobierno,abierto
[20] cifuentesaura,enrique_za
[19] #innovaciónpública,américa
[19] #govtech,iberoamérica

Top Word Pairs in Tweet in G6:
[124] florida,gov
[124] gov,desantis
[124] desantis,signs
[124] signs,bill
[124] bill,banning
[124] banning,vaccine
[124] vaccine,passports
[124] passports,lead
[124] lead,way
[124] way,freedom

Top Word Pairs in Tweet in G7:
[14] public,sector
[13] public,book
[13] book,makes
[13] makes,case
[11] case,public
[11] sector,tech
[10] power,public
[8] tech,story
[8] story,zackquaintance
[7] onyx,government

Top Word Pairs in Tweet in G8:
[88] know,countries
[88] countries,adopting
[88] adopting,blockchain
[88] blockchain,technology
[88] technology,unprecedented
[88] unprecedented,rates
[88] rates,african
[88] african,countries
[88] countries,know
[87] gooseofcrypto,know

Top Word Pairs in Tweet in G9:
[43] cybersecurity,grows
[43] grows,more
[43] more,challenging
[43] challenging,government
[43] government,agencies
[43] agencies,day
[43] day,sophistication
[43] sophistication,threats
[43] threats,continues
[43] continues,rise

Top Word Pairs in Tweet in G10:
[38] paperless,equipment
[19] jennycohn1,artsycarol
[19] artsycarol,texas
[19] texas,state
[19] state,paperless
[19] equipment,texas
[19] texas,paperless
[19] equipment,probably
[18] cwolmak,jennycohn1
[18] probably,repre

Top Replied-To
Top Replied-To in Entire Graph:
@aws_gov
@odihq
@amercitycounty
@steph_gaither
@carmsforest
@harryhurst
@potus
@watchingwhatyou
@davidcancino
@enrique_za

Top Replied-To in G1:
@carmsforest
@watchingwhatyou
@trimblerodger
@itproportal
@iranintl
@mobilewatchtech
@thinkdigicon

Top Replied-To in G2:
@health_wyoming
@ngagreensboro
@intel
@ignisterks
@scrippshealth
@citypittsburgca
@potus
@metrolabnetwork
@libraryjournal
@nygovcuomo

Top Replied-To in G4:
@aws_gov
@odihq
@amercitycounty
@governing
@usdol
@engagingcities
@cloudpwr

Top Replied-To in G5:
@davidcancino
@enrique_za
@jicriado
@wowlegalx
@gabocifuentes
@ngalvisarias
@carlos_santiso

Top Replied-To in G7:
@accelasoftware

Top Replied-To in G10:
@jennycohn1

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@mashable
@wef
@iainljbrown
@govtechnews
@govinfosecurity
@gigadgets_
@billmew
@techinsider
@benjaminp3ters

Top Mentioned in G1:
@enricomolinari
@mashable
@wef
@govinfosecurity
@gigadgets_
@billmew
@techinsider
@seeker
@enricomoli
@uniladtech

Top Mentioned in G2:
@govtechnews
@potus
@vp
@tkleykamp
@danitablackwood
@the_seap
@metrolabnetwork
@roadboticsna
@enricomolinari
@denicewross

Top Mentioned in G3:
@kei_tata
@wahcak
@fasttrackgov
@mistersql
@presseportal_ch
@motoristnews
@motorists

Top Mentioned in G4:
@martinlindla
@aws_gov
@fcwnow
@gtpublicsector
@governing
@ecivis
@chrisriotta
@meritalk
@lauzommer
@chequeado

Top Mentioned in G5:
@govtechhub
@agendacaf
@cifuentesaura
@enrique_za
@redmatriz
@oscitylatam
@publictechlab
@ramirezalujas
@carlos_santiso

Top Mentioned in G6:
@rondesantisfl
@aliciastarr001

Top Mentioned in G7:
@onyxgovernment
@zackquaintance
@newamericapit
@dustinhaisler
@accelasoftware
@cisagov
@onyxken
@tapp_project
@_mjlerner
@jj_anastasoff

Top Mentioned in G8:
@gooseofcrypto

Top Mentioned in G9:
@ciscogateway
@ciscosecure

Top Mentioned in G10:
@jennycohn1
@artsycarol
@cwolmak

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dichristine
@robinsnewswire
@cybersec_feeds
@chidambara09
@titrespresse
@jokottenweb
@femtech_
@evankirstel
@xaelbot

Top Tweeters in G1:
@sectest9
@cybersec_feeds
@chidambara09
@femtech_
@evankirstel
@cybersecurityn8
@thedeveloperbot
@rvp
@fintechna
@trendsinai

Top Tweeters in G2:
@john1966olsen
@marthalynneowe1
@aldoceccarelli
@fredquinn4sv
@trippbraden
@alasscanisback
@techjunkiejh
@latimes
@angel2damax
@twilli2861

Top Tweeters in G3:
@robinsnewswire
@titrespresse
@jokottenweb
@italianpolitics
@apaots_gesamt
@topnewsat
@cannabisbiznews
@arthur59611540
@viemedianews
@lildivaz1

Top Tweeters in G4:
@ml_tweet_bot
@mrtallerjerry
@forbes
@reutersbiz
@forbestech
@bbcbusiness
@rollcall
@forbeslife
@harvardbiz
@un

Top Tweeters in G5:
@937908mcm
@sveralopez
@moisomedrano
@alxprince
@en
@basssonia
@yixuantu1
@gobdigitalco
@loretoso
@dnp_colombia

Top Tweeters in G6:
@oldsalz
@mdlmurray
@51loushelly65
@glezee81
@lebontravel
@tmzedg
@livelovethinkex
@sherryclayton53
@aliciastarr001
@smurf4555

Top Tweeters in G7:
@usatoday
@calefybtech
@eco1start
@digiphile
@trundlelinb
@techreview
@usairforce
@usarmy
@newamerica
@techsoup

Top Tweeters in G8:
@trueschoolvince
@kyoshiro7904
@shazonetwothree
@rayb32566178
@jermainejupiter
@johncashtro
@tronhodlseattle
@combo_alex
@tigerproud84
@ggjroulna4ycpme

Top Tweeters in G9:
@ciscosecure
@adhitmozaik
@ciscogateway
@gumberamit
@detanjoeng
@niroulabh
@danhosking
@ccie29824
@zloy_tip_
@budryslp

Top Tweeters in G10:
@dichristine
@pgrandee10
@purrmonsta
@masky_jay_hoody
@enidlogan
@stlhd100
@concernedwhite1
@bckrda
@ltanner70
@artsycarol