govtech, Twitter, 7/4/2022 12:59:32 AM, 278985


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govtech_2022-07-03_17-30-00.xlsx
govtech_2022-07-03_17-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 04, 2022
Short Description:
govtech via NodeXL https://bit.ly/3OKHN6W
@enricomolinari
@govtechnews
@stratorob
@rum4is
@chidambara09
@ozg_lounge
@public_team
@tachouhoner
@gobe_studio
@civicplus

Top hashtags:
#govtech
#metaverse
#nft
#payments
#analytics
#digital
#data
#python
#ai
#tech

Description:
Description
The graph represents a network of 2,875 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, 04 July 2022 at 00:38 UTC.

The requested start date was Monday, 04 July 2022 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 13-day, 2-hour, 53-minute period from Monday, 20 June 2022 at 00:01 UTC to Sunday, 03 July 2022 at 02:54 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 : 2875
Unique Edges : 2796
Edges With Duplicates : 7670
Total Edges : 10466
Number of Edge Types : 5
Retweet : 2645
MentionsInRetweet : 4501
Tweet : 1417
Mentions : 1825
Replies to : 78
Self-Loops : 1467
Reciprocated Vertex Pair Ratio : 0.0385939036381514
Reciprocated Edge Ratio : 0.0743195266272189
Connected Components : 626
Single-Vertex Connected Components : 410
Maximum Vertices in a Connected Component : 1501
Maximum Edges in a Connected Component : 8263
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.37595
Graph Density : 0.000511330973344226
Modularity : 0.383549
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,875 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, 04 July 2022 at 00:38 UTC.

The requested start date was Monday, 04 July 2022 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 13-day, 2-hour, 53-minute period from Monday, 20 June 2022 at 00:01 UTC to Sunday, 03 July 2022 at 02:54 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:
[43] https://www.extremenetworks.com/extreme-networks-blog/modernize-your-community-experience-and-engage-your-citizens/
[30] https://www.msn.com/en-us/money/smallbusiness/jumpstarting-blockchain-adoption-through-education/ar-AAYQvY8?ocid=BingNewsSearch
[26] https://appradar.com/blog/best-money-saving-apps-2022
[26] https://play.google.com/store/apps/details?id=com.zdroid.uv_light.uv_lamp&hl=en
[25] https://www.biometricupdate.com/202206/demographic-bias-in-facial-liveness-detection-impact-measurement-and-mitigation
[25] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/eu-and-u-s-join-forces-to-help-developing-world-cybersecurity
[24] https://www.pymnts.com/news/2022/paysend-launches-business-solution-power-small-business-payments/
[24] -
[22] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/hacktivism-against-states-grows-after-overturn-of-roe-v-wade
[21] https://www.msn.com/en-us/news/technology/bdg-186-cristiano-ronaldo-nft-collection-more-blockchain-gaming-news/ar-AAYRh1U?ocid=BingNewsSearch

Top URLs in Tweet in G1:
[37] https://www.extremenetworks.com/extreme-networks-blog/modernize-your-community-experience-and-engage-your-citizens/
[14] https://www.govtech.com/cybersecurity/sponsored/ransomware-cryptocurrency-and-cyber-defense
[10] https://www.jn66dataanalytics.com/news
[6] https://events.govtech.com/Chicago-Digital-Government-Summit.html
[6] https://www.handelsblatt.com/politik/deutschland/handelsblatt-govtech-gipfel-2022-innenministerin-faeser-konkretisiert-cyberabwehr-plaene-des-bundes/28449916.html
[6] https://www.govtech.com/security/which-states-have-cybersecurity-task-forces
[6] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/hacktivism-against-states-grows-after-overturn-of-roe-v-wade
[6] http://im7.84c.myftpupload.com/spotlight-on-latam-identity-solutions-for-govtech/
[5] https://events.govtech.com
[5] https://www.govtech.com/gov-experience/designing-digital-ux-for-users-with-cognitive-differences

Top URLs in Tweet in G2:
[22] https://play.google.com/store/apps/details?id=com.zdroid.uv_light.uv_lamp&hl=en
[20] https://www.pymnts.com/news/2022/paysend-launches-business-solution-power-small-business-payments/
[18] https://appradar.com/blog/best-money-saving-apps-2022
[17] https://www.biometricupdate.com/202206/demographic-bias-in-facial-liveness-detection-impact-measurement-and-mitigation
[16] https://www.biometricupdate.com/202206/flash-a-qr-and-your-face-biometrics-and-american-will-put-you-in-a-jet-seat
[16] https://www.forbes.com/sites/bernardmarr/2022/06/24/the-most-in-demand-metaverse-skills-every-company-will-be-looking-for/
[15] https://www.aitimejournal.com/how-to-go-into-cybersecurity
[14] https://www.pymnts.com/news/delivery/2022/gorillas-talks-merger-sale-potential-with-grocery-delivery-rivals/
[14] https://www.biometricupdate.com/202206/togo-amends-law-on-biometric-identification-to-advance-digital-id-ambitions
[14] https://www.biometricupdate.com/202206/biometrics-community-breaks-down-details-of-ai-act-proposals-in-eab-workshop

Top URLs in Tweet in G3:
[30] https://www.msn.com/en-us/money/smallbusiness/jumpstarting-blockchain-adoption-through-education/ar-AAYQvY8?ocid=BingNewsSearch
[21] https://www.msn.com/en-us/news/technology/bdg-186-cristiano-ronaldo-nft-collection-more-blockchain-gaming-news/ar-AAYRh1U?ocid=BingNewsSearch
[19] https://www.forbes.com/sites/forbescommunicationscouncil/2022/06/21/why-metaverse-marketing-should-go-beyond-direct-to-avatar/?sh=2a2d8c954305
[18] https://finbold.com/automotive-blockchain-market-to-surpass-1-5-billion-in-four-years-study/
[18] https://medicalxpress.com/news/2022-06-blockchain-bitcoin-genomes.html
[17] https://www.fmiblog.com/2022/07/01/insurtech-market-comprehensive-analysis-and-regional-forecast-2032/
[14] https://www.outlookindia.com/business/how-blockchain-can-be-used-in-real-estate-news-203553
[13] https://venturebeat.com/2022/06/21/manticore-games-sets-nft-utility-standard-for-games-in-core-metaverse/
[13] https://www.chiangraitimes.com/business/how-banking-evolution-is-addressing-the-challenges-of-fintech-in-2022/
[12] https://www.iwmbuzz.com/tech/three-metaverse-tokens-that-could-stand-out-after-the-bear-market/2022/06/25

Top URLs in Tweet in G4:
[14] https://www.govtech.com/civic/where-can-the-next-generation-of-library-tech-take-us
[11] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/eu-and-u-s-join-forces-to-help-developing-world-cybersecurity
[8] https://www.govtech.com/security/which-states-have-cybersecurity-task-forces
[7] https://www.govtech.com/fs/esri-releases-interactive-map-showing-u-s-bridge-conditions
[5] https://www.govtech.com/biz/data/neighbors-app-usage-grows-among-police-fire-departments
[5] https://www.govtech.com/workforce/expanding-connectivity-and-working-post-covid-in-new-york-state
[5] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/hacktivism-against-states-grows-after-overturn-of-roe-v-wade
[5] https://www.govtech.com/education/higher-ed/universities-slowly-adopt-cryptocurrencies-for-transactions
[5] https://www.govtech.com/budget-finance/wheres-that-1b-in-state-local-cybersecurity-grants
[4] https://www.govtech.com/transportation/new-colorado-fees-on-amazon-lyft-to-support-ev-transition

Top URLs in Tweet in G5:
[7] https://www.emprendedores.es/
[4] https://www.emprendedores.es/ayudas/govtech-las-cien-mejores-ideas-para-innovar-en-el-sector-publico-2/
[3] https://blogs.worldbank.org/governance/services-designed-exceed-expectations-inclusive-citizen-centric-service-delivery
[3] https://publictechlab.typeform.com/to/A6OBHMuM
[3] https://www.gobe.studio/home/ecosistemas-govtech
[2] https://elreferente.es/america/ecosistema/govtechlab-madrid-publica-la-lista-con-las-100-mejores-startups-govtech-en-espana-y-latinoamerica-de-2022/
[2] https://blogs.worldbank.org/governance/govtech-academy-compass-policymakers-and-innovators
[2] https://www.emprendedores.es/ayudas/govtech-el-primer-bootcamp-para-startups-de-latinoamerica/
[2] https://joinup.ec.europa.eu/collection/innovative-public-services/news/govtech-platform-call-tenders
[2] https://twitter.com/publictechlab/status/1537067440060133376

Top URLs in Tweet in G6:
[7] https://veranstaltungen.handelsblatt.com/govtech/
[4] https://www.handelsblatt.com/politik/deutschland/handelsblatt-govtech-gipfel-2022-innenministerin-faeser-konkretisiert-cyberabwehr-plaene-des-bundes/28449916.html?share=twitter
[4] https://twitter.com/govtechcampusde/status/1538765676642451457
[4] https://de.public.io/report-post/offentliche-apis-und-govtech-mit-interoperabilitat-innovation-fordern
[3] http://dtec.bw
[2] https://twitter.com/germanyonintlaw/status/1539154971425374209
[2] https://veranstaltungen.handelsblatt.com/govtech/anmeldung/
[2] https://veranstaltungen.handelsblatt.com/journal/hb-journal-062022-govtech/#Seite_1
[2] https://www.capgemini.com/de-de/govtech/
[1] https://veranstaltungen.handelsblatt.com/govtech/interview-mit-markus-haas-ceo-o2-telefonica/

Top URLs in Tweet in G7:
[6] https://www.extremenetworks.com/extreme-networks-blog/modernize-your-community-experience-and-engage-your-citizens/
[2] https://www.ciodive.com/news/CIO-modernize-ROI-MIT-Sloan/624862/?adumkts=social&utm_source=social&aduc=social&adum=external&adusf=twitter&sf_id=7015x000000aYlKAAU&aduca=mi_employee_advocacy_hootsuite_amplify_soc_ex&adut=d4d70cd3-12d6-4508-a027-f496f537bbfb
[2] https://www.mckinsey.com/industries/public-and-social-sector/our-insights/are-states-ready-to-close-the-us-digital-divide?adumkts=social&utm_source=social&aduc=social&adum=external&adusf=twitter&sf_id=7015x000000aYlKAAU&aduca=mi_employee_advocacy_hootsuite_amplify_soc_ex&adut=9c5d068f-73fb-4dff-a699-ca1dee8abbd1
[2] https://www.chicagotribune.com/news/environment/ct-chicago-trees-equity-20220612-prpuxgsabzc2fa4fnwnyf4fbku-story.html?adumkts=social&utm_source=social&aduc=social&adum=external&adusf=twitter&sf_id=7015x000000aYlKAAU&aduca=mi_employee_advocacy_hootsuite_amplify_soc_ex&adut=221c6c6e-db28-43b1-98b5-dc30de1f6f51
[2] https://www.govtech.com/sponsored/how-smart-transit-tech-will-get-cities-moving-again
[2] https://www.govtech.com/sponsored/how-smart-transit-tech-will-get-cities-moving-again?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://www.esri.com/en-us/lg/product/stories/houston-public-works-case-study
[2] https://www.esri.com/arcgis-blog/products/experience-builder/announcements/whats-new-in-arcgis-experience-builder-june-2022/
[1] https://dy.si/34fwQ
[1] https://dy.si/hPGQ4

Top URLs in Tweet in G8:
[2] https://www.govtech.com/security/georgia-awards-107m-voting-machine-contract-to-dominion.html
[1] https://www.govtech.com/policy/business-leaders-push-for-passage-of-federal-chips-act?utm_campaign=Newsletter%20-%20GT%20-%20GovTech%20Today&utm_medium=email&_hsmi=217242092&_hsenc=p2ANqtz--mNlVmrzhzHu7QfGcS_TDimcq3DpvixcoJxQVqc2DRGs2hgkKyoYbH8qt_Mnp4W4EUaN7-MO8CFUXiFl_L_ArM3IjHiXhK6ruXgfFlmzyVYk38_qo&utm_content=217242092&utm_source=hs_email

Top URLs in Tweet in G9:
[3] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/hacktivism-against-states-grows-after-overturn-of-roe-v-wade
[1] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/anonymous-targets-michigan-activates-opflint.html

Top URLs in Tweet in G10:
[1] https://www.govtech.com/security/report-hackers-can-flip-votes-in-georgias-voting-system

Top Domains
Top Domains in Tweet in Entire Graph:
[867] govtech.com
[290] biometricupdate.com
[159] dy.si
[116] pymnts.com
[97] twitter.com
[82] msn.com
[80] vision33.com
[68] forbes.com
[64] google.com
[45] co.uk

Top Domains in Tweet in G1:
[305] govtech.com
[37] extremenetworks.com
[18] softwareaggov.com
[16] dy.si
[15] twitter.com
[11] com.au
[10] jn66dataanalytics.com
[9] handelsblatt.com
[8] youtube.com
[6] myftpupload.com

Top Domains in Tweet in G2:
[216] biometricupdate.com
[90] pymnts.com
[48] google.com
[26] aitimejournal.com
[20] sifted.eu
[18] appradar.com
[16] forbes.com
[11] 101blockchains.com
[10] thehustle.co
[9] technative.io

Top Domains in Tweet in G3:
[82] msn.com
[71] biometricupdate.com
[67] vision33.com
[46] forbes.com
[35] govtech.com
[26] co.uk
[24] outlookindia.com
[22] pymnts.com
[18] cointelegraph.com
[18] finbold.com

Top Domains in Tweet in G4:
[279] govtech.com
[21] voicestorm.com
[7] granicus.com
[4] twinybots.ch
[4] okt.to
[3] onyxgs.com
[2] lever.co
[2] aitimejournal.com
[2] cyber.org
[1] fedscoop.com

Top Domains in Tweet in G5:
[14] emprendedores.es
[9] twitter.com
[6] worldbank.org
[5] typeform.com
[4] gobe.studio
[3] elreferente.es
[3] europa.eu
[2] govtechlatam.org
[2] youtube.com
[1] lnkd.in

Top Domains in Tweet in G6:
[25] handelsblatt.com
[12] twitter.com
[4] public.io
[3] dtec.bw
[2] youtube.com
[2] capgemini.com
[1] bayern.de
[1] linkedin.com
[1] soprasteria.de
[1] govup.nrw

Top Domains in Tweet in G7:
[128] dy.si
[8] govtech.com
[6] extremenetworks.com
[5] esri.com
[4] ow.ly
[2] ciodive.com
[2] mckinsey.com
[2] arcgis.com
[2] chicagotribune.com
[2] pymnts.com

Top Domains in Tweet in G8:
[3] govtech.com

Top Domains in Tweet in G9:
[4] govtech.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1229] govtech
[1038] metaverse
[894] nft
[759] payments
[758] analytics
[757] digital
[712] data
[710] python
[637] ai
[631] tech



Top Hashtags in Tweet in G1:
[155] govtech
[41] smartcity
[39] digitaldivide
[20] cybersecurity
[20] device
[20] saggov
[16] tech
[16] technology
[15] customersuccess
[14] oraclepartnernetwork

Top Hashtags in Tweet in G2:
[812] metaverse
[716] nft
[649] payments
[641] analytics
[620] digital
[610] python
[541] data
[504] flutter
[480] tech
[436] marketing

Top Hashtags in Tweet in G3:
[301] blockchain
[212] metaverse
[207] govtech
[183] technology
[181] fintech
[173] ai
[168] nft
[129] data
[128] insurtech
[124] digital

Top Hashtags in Tweet in G4:
[32] cybersecurity
[27] govtech
[22] cdwsocial
[16] data
[15] stategov
[15] climatechange
[15] publicworks
[7] library
[7] libraries
[6] dataprivacy

Top Hashtags in Tweet in G5:
[58] govtech
[11] tech
[11] digitalid
[10] startups
[10] emprendedores
[7] bootcampgovtech
[7] govtechlabmadrid
[6] govtechplatform
[5] publicsector
[4] digitisation

Top Hashtags in Tweet in G6:
[80] govtech
[39] govtechgipfel
[10] apis
[7] handelsblatt
[7] startup
[7] api
[7] egov
[6] digvw
[5] hbgovtech
[5] berlin

Top Hashtags in Tweet in G7:
[155] govtech
[126] whereeverythingconnects
[31] smartcity
[20] smartcities
[20] gis
[15] urisa
[14] statelocalit
[14] digitaldivide
[13] customersuccess
[13] arcgis

Top Words
Top Words in Tweet in Entire Graph:
[1229] #govtech
[1038] #metaverse
[894] #nft
[879] enricomolinari
[759] #payments
[758] #analytics
[757] #digital
[712] #data
[710] #python
[637] #ai

Top Words in Tweet in G1:
[155] #govtech
[102] government
[92] govtech
[79] technology
[71] more
[63] digital
[54] cloud
[49] smart
[48] systems
[47] cities

Top Words in Tweet in G2:
[812] #metaverse
[716] #nft
[700] enricomolinari
[649] #payments
[641] #analytics
[620] #digital
[610] #python
[541] #data
[504] #flutter
[480] #tech

Top Words in Tweet in G3:
[405] stratorob
[301] #blockchain
[212] #metaverse
[207] #govtech
[183] #technology
[181] #fintech
[173] #ai
[168] enricomolinari
[168] #nft
[129] #data

Top Words in Tweet in G4:
[163] govtechnews
[65] state
[54] more
[49] tech
[42] local
[41] cities
[40] states
[40] technology
[40] cybersecurity
[36] help

Top Words in Tweet in G5:
[58] #govtech
[35] govtech
[23] público
[23] agendacaf
[19] digital
[19] governments
[18] mejores
[18] 2022
[17] publictechlab
[17] sector

Top Words in Tweet in G6:
[80] #govtech
[46] public_germany
[42] govtech
[39] #govtechgipfel
[34] handelsblatt
[33] die
[21] verwaltung
[21] thema
[18] gipfel
[14] suchen

Top Words in Tweet in G7:
[155] #govtech
[126] #whereeverythingconnects
[87] sector
[78] public
[76] connectivity
[65] aluenterprise
[65] more
[64] key
[59] wan
[55] end

Top Words in Tweet in G8:
[2] tyefiam
[2] scott85023926
[2] houndthelibs
[2] ronquille_paul
[2] kerridwinr
[2] chan_leeze
[2] calvine43701301
[2] progunone1776
[2] 8brianvogel4
[2] retrogamingmom

Top Words in Tweet in G9:
[3] ky
[3] reached
[3] find
[3] part
[3] program
[2] gibsonmainframe
[2] yokalli2
[2] lifelessai
[2] b3n_5mash
[2] blackhatnanny

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[794] #metaverse,#nft
[670] #nft,#payments
[623] #digital,#python
[592] #data,#analytics
[551] #python,#flutter
[509] #payments,#data
[397] #flutter,#marketing
[386] #analytics,#ai
[332] #ai,#digital
[318] #analytics,#digital

Top Word Pairs in Tweet in G1:
[60] government,technology
[40] smart,cities
[39] legacy,systems
[38] bridging,#digitaldivide
[38] #digitaldivide,migrating
[38] migrating,legacy
[38] systems,cloud
[38] cloud,shift
[38] shift,smart
[38] cities,starts

Top Word Pairs in Tweet in G2:
[659] #metaverse,#nft
[570] #nft,#payments
[544] #digital,#python
[510] #data,#analytics
[490] #python,#flutter
[438] #payments,#data
[369] #flutter,#marketing
[336] #analytics,#ai
[296] #ai,#digital
[271] #tech,trends

Top Word Pairs in Tweet in G3:
[126] #metaverse,#nft
[94] #nft,#payments
[81] #fintech,#finsevr
[77] #insurtech,#fintech
[76] #data,#analytics
[76] #digital,#python
[73] #blockchain,#technology
[67] stratorob,#blockchain
[67] #ai,#edtech
[67] #payments,#data

Top Word Pairs in Tweet in G4:
[18] govtechnews,#cdwsocial
[16] task,forces
[15] #stategov,prepare
[15] prepare,cities
[15] cities,#climatechange
[15] #climatechange,starting
[15] starting,point
[15] point,utilize
[15] utilize,tech
[15] tech,#publicworks

Top Word Pairs in Tweet in G5:
[12] sector,público
[12] bootcamp,#govtech
[11] cien,mejores
[11] mejores,ideas
[11] ideas,innovar
[11] biggest,#tech
[11] #tech,trends
[11] trends,transforming
[11] transforming,governments
[11] governments,2022

Top Word Pairs in Tweet in G6:
[12] start,ups
[12] govtech,gipfel
[12] bericht,public_germany
[12] public_germany,soprasteria
[10] govtech,campus
[10] heute,launcht
[10] launcht,gemeinsamer
[10] gemeinsamer,bericht
[10] soprasteria,thema
[10] thema,öffentliche

Top Word Pairs in Tweet in G7:
[84] #whereeverythingconnects,#govtech
[67] public,sector
[47] learn,more
[46] more,#whereeverythingconnects
[39] white,paper
[35] digital,workplace
[30] solutions,bring
[30] sd,wan
[30] versa,networks
[29] aluenterprise,sd

Top Word Pairs in Tweet in G8:
[2] ajohnso50141696,calliem19373157
[2] fueldog3,spacesvector
[2] btchnmarilyn,originalgoalie
[2] originalgoalie,realvioletbloom
[2] realvioletbloom,mirandaisrisen
[2] jackjackedme,ssherow
[2] ssherow,dynamex
[2] dynamex,russettrichard
[2] russettrichard,jamess33677101
[2] jamess33677101,charles900811

Top Word Pairs in Tweet in G9:
[3] ky,reached
[3] reached,find
[3] find,part
[3] part,program
[2] gibsonmainframe,ky
[2] yokalli2,lifelessai
[2] lifelessai,b3n_5mash
[2] b3n_5mash,blackhatnanny
[2] blackhatnanny,mysocalledninja
[2] mysocalledninja,pacificdisinfo

Top Replied-To
Top Replied-To in Entire Graph:
@govtechnews
@cityofontario
@chambersjosh
@citizenroxanne
@tekiosmag
@jstweedie
@ecwimberley
@kokotkokotkoko4
@nate_clarke
@eclipsethis2003

Top Replied-To in G1:
@niua_india

Top Replied-To in G2:
@enricomolinari
@steviemctweets

Top Replied-To in G4:
@govtechnews

Top Replied-To in G5:
@chambersjosh
@joinup_eu
@elreferente
@freddier

Top Replied-To in G6:
@nancyfaeser
@govtechcampusde
@datenbrake
@larszimmerm

Top Replied-To in G8:
@darth_logic
@tyefiam

Top Replied-To in G9:
@yokalli2

Top Replied-To in G10:
@anja_weimer

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@stratorob
@govtechnews
@krgdit
@gartner_inc
@mckinsey
@aluenterprise
@deep_in_depth
@joehqluong
@davekerpen

Top Mentioned in G1:
@cecalli_helper
@motoristnews
@dcolgren
@wahcak
@millennialbrnch
@walterknepel
@portalcryptoid

Top Mentioned in G2:
@enricomolinari
@gartner_inc
@mckinsey
@tachouhoner
@aitimejournal
@nftdawnio
@siftedeu
@pymnts
@thinklbc
@juliasm66206194

Top Mentioned in G3:
@stratorob
@enricomolinari
@deep_in_depth
@joehqluong
@davekerpen
@modernb2b
@robertjarvis
@mikequindazzi
@_ikalin
@marce_i_p

Top Mentioned in G4:
@govtechnews
@zackquaintance
@granicus
@cisagov
@nysaging
@onyxgovernment
@christurneredd
@scinvtech
@washoecounty
@esri

Top Mentioned in G5:
@agendacaf
@publictechlab
@enrique_za
@carlos_santiso
@forbestech
@govtechlatam
@emprendedores
@joinup_eu
@govtechlab
@idb_lab

Top Mentioned in G6:
@public_germany
@handelsblatt
@govgipfel
@wissing
@soprasteria
@cio_bund
@cihbw
@govtechcampusde
@faruktncr
@danielkorski

Top Mentioned in G7:
@aluenterprise
@spatialace
@govtechnews
@esri
@esrislgov
@ehwslimited
@veracompsofia
@haydenaitech
@gis_bandit
@houpublicworks

Top Mentioned in G8:
@scott85023926
@houndthelibs
@ronquille_paul
@kerridwinr
@chan_leeze
@calvine43701301
@progunone1776
@8brianvogel4
@retrogamingmom
@realwmgclark

Top Mentioned in G9:
@gibsonmainframe
@lifelessai
@b3n_5mash
@blackhatnanny
@mysocalledninja
@pacificdisinfo
@an0nakn0wledge
@mournincstar
@maniredux
@scizyr

Top Mentioned in G10:
@texasmooseman
@ladyshark57
@laughtrackitst1
@lauria1960
@sig_new
@maxamegalon2000
@sneaky_chicken
@thisismytaco
@kennysm91297483
@auranjackson

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@odio_nao
@chidambara09
@robinsnewswire
@xaelbot
@codedailybot
@loupo85
@cybersecurityn8
@javascriptd
@atsocialmediauk

Top Tweeters in G1:
@iptops_com_news
@rralstonagile
@jamesvgingerich
@euwatchers
@newsfrombw
@cecalli_helper
@4statenews
@robertcaruso
@eagerbeavertech
@privateofficer

Top Tweeters in G2:
@xaelbot
@codedailybot
@javascriptd
@jfsebastian146
@codewithtwitchi
@goaidev
@xeronbot
@botfemale
@suriyasubraman
@fullnam35087976

Top Tweeters in G3:
@sectest9
@chidambara09
@cybersecurityn8
@sudeepkhatri
@fabriciosx
@education_24x7
@fintechna
@ssxman2
@calcaware
@santchiweb

Top Tweeters in G4:
@loupo85
@aldoceccarelli
@netsecu
@stanleyepstein
@segmentis
@medicalquack
@linuxmil
@att
@globalcmrpt
@cyberdfir

Top Tweeters in G5:
@maybel65
@mauriciojaramil
@freddier
@forbestech
@dgomezco
@stella_vaskoudi
@jimenaperu
@digitaleu
@elreferente
@eu_commission

Top Tweeters in G6:
@akwyz
@wiese_r
@o2cando
@handelsblatt
@benrol61
@bundestag_tweet
@anked
@hubertmayer
@dneuerer
@trab_bot

Top Tweeters in G7:
@smartecocity
@techie_wiz
@james3neal
@bcagroup
@emergencysewa
@tombamonte
@gis_bandit
@arcuser
@ghatechnologies
@idc

Top Tweeters in G8:
@marvinrjeffcoat
@dynamex
@21_7_b
@ronquille_paul
@smilegreatday
@th1rt3en_tm
@8brianvogel4
@patriot_1776us
@rosawal90673631
@chan_leeze

Top Tweeters in G9:
@raincoaster
@londonbel0w
@vinceinthebay
@blackhatnanny
@plussone
@naxalite
@osmo35195362
@lifelessai
@xgingerbrooks
@trinityfour

Top Tweeters in G10:
@quin4trump
@jlenarddetroit
@larryputt
@marilynlavala
@maxamegalon2000
@falerojr
@una_alta_volta
@lauria1960
@kcinor
@chicago_rosie