govtech, Twitter, 5/16/2022 2:47:31 AM, 276384


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govtech_2022-05-15_17-30-00.xlsx
govtech_2022-05-15_17-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2022
Short Description:
govtech via NodeXL https://bit.ly/3lel7yG
@govtechnews
@enricomolinari
@this0499154500
@carhelmets
@chidambara09
@publictechlab
@stratorob
@innpulsacol
@codeforpdx
@codewithtwitchi

Top hashtags:
#fintech
#insurtech
#finserv
#marketing
#govtech
#payments
#web3

Description:
Description
The graph represents a network of 2,745 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, 16 May 2022 at 00:38 UTC.

The requested start date was Monday, 16 May 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, 44-minute period from Monday, 02 May 2022 at 00:16 UTC to Sunday, 15 May 2022 at 03:00 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 : 2745
Unique Edges : 2180
Edges With Duplicates : 9710
Total Edges : 11890
Number of Edge Types : 5
Retweet : 3689
MentionsInRetweet : 5135
Tweet : 1430
Mentions : 1541
Replies to : 95
Self-Loops : 1471
Reciprocated Vertex Pair Ratio : 0.0430258717660292
Reciprocated Edge Ratio : 0.082502022108385
Connected Components : 542
Single-Vertex Connected Components : 351
Maximum Vertices in a Connected Component : 1571
Maximum Edges in a Connected Component : 9927
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.07336
Graph Density : 0.000492413983548142
Modularity : 0.291553
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,745 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, 16 May 2022 at 00:38 UTC.

The requested start date was Monday, 16 May 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, 44-minute period from Monday, 02 May 2022 at 00:16 UTC to Sunday, 15 May 2022 at 03:00 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".

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:
[63] https://www.pymnts.com/today-in-data/2022/today-in-data-has-nft-bubble-burst-or-nottoday-in-data-has-the-nft-bubble-burst-or-not/
[59] https://medium.com/csg-govtech/defeating-kaslr-in-modern-operating-systems-f0d441c21b6c
[49] https://www.pymnts.com/news/payment-methods/2022/real-time-payments-on-the-way-to-becoming-commonplace-with-fednow-pilot/
[42] https://sifted.eu/articles/brunch-with-cindy-gallop/
[41] https://ca.sports.yahoo.com/news/blockchain-112454433.html
[41] https://www.insurancebusinessmag.com/au/news/environmental/actuaries-summit-a-climate-wakeup-call-for-the-insurance-industry-404805.aspx#.YnQ1JhehbgA.twitter
[38] https://www.forbes.com/sites/cognitiveworld/2022/04/23/the-innovative-ways-the-united-states-space-force-is-leveraging-data-and-ai/
[35] https://www.lendacademy.com/top-10-fintech-stories-for-the-week-ending-april-30-2022/
[32] https://fintechmagazine.com/digital-payments/gocardless-appoints-former-mastercard-exec-as-president?utm_source=Newsletter
[31] https://www.pymnts.com/identity/2022/early-warning-services-unveils-synthetic-id-fraud-tool/

Top URLs in Tweet in G1:
[36] https://www.forbes.com/sites/cognitiveworld/2022/04/23/the-innovative-ways-the-united-states-space-force-is-leveraging-data-and-ai/
[17] https://www.tahawultech.com/govtech/2022/
[14] -
[9] https://www.tahawultech.com/govtech/2022/nominate/?uid=515272315
[7] GT
[7] Emergency
[6] https://www.govtech.com/network/alaskan-native-communities-receive-millions-for-broadband
[5] https://www.govtech.com/education/higher-ed/how-can-universities-help-close-the-digital-divide
[5] https://www.govtech.com/education/higher-ed/what-is-the-metaverses-future-in-k-12-and-higher-ed
[4] https://govtech.com/

Top URLs in Tweet in G2:
[11] https://www.govtech.com/education/higher-ed/how-can-universities-help-close-the-digital-divide
[11] https://www.govtech.com/products/should-state-and-local-government-care-about-the-metaverse
[9] https://www.govtech.com/gov-experience/does-your-state-need-a-chief-experience-officer
[9] https://www.govtech.com/education/higher-ed/what-is-the-metaverses-future-in-k-12-and-higher-ed
[8] https://www.govtech.com/security/multifactor-endpoint-protection-headline-texas-cyber-strategy
[7] https://www.govtech.com/cdg/survey-says-it-leaders-on-their-biggest-data-privacy-challenges
[6] https://www.govtech.com/workforce/remote-and-hybrid-work-drive-equity-in-alaska-workforce
[6] https://www.govtech.com/products/w-va-cio-balances-emerging-tech-buzzwords-with-it-outcomes
[6] https://www.govtech.com/biz/here-are-the-top-5-it-partners-for-local-governments
[6] https://www.govtech.com/gov-experience/ux-for-all-states-push-for-broader-accessibility-online

Top URLs in Tweet in G3:
[53] https://www.pymnts.com/today-in-data/2022/today-in-data-has-nft-bubble-burst-or-nottoday-in-data-has-the-nft-bubble-burst-or-not/
[40] https://www.pymnts.com/news/payment-methods/2022/real-time-payments-on-the-way-to-becoming-commonplace-with-fednow-pilot/
[39] https://ca.sports.yahoo.com/news/blockchain-112454433.html
[34] https://sifted.eu/articles/brunch-with-cindy-gallop/
[27] https://www.lendacademy.com/top-10-fintech-stories-for-the-week-ending-april-30-2022/
[27] https://www.insurancebusinessmag.com/au/news/environmental/actuaries-summit-a-climate-wakeup-call-for-the-insurance-industry-404805.aspx#.YnQ1JhehbgA.twitter
[25] https://www.msn.com/en-in/news/other/adoption-of-aiml-how-artificial-intelligence-is-scaling-up-the-education-industry/ar-AAX5t6L?ocid=BingNewsSearch
[25] https://www.govtech.com/security/what-we-learned-from-the-worst-cyber-vulnerabilities-of-2021
[23] https://www.insurancebusinessmag.com/us/news/technology/case-study-kissterras-insurance-marketing-tech-404904.aspx#.YnQjK2oVcR8.twitter
[23] https://webinars.govtech.com/Fighting-Fraud-in-Government-Services-with-Digital-Identity-141012.html?appCore=https://cms.erepublic.com/common/forms/ajax_form/141012

Top URLs in Tweet in G4:
[14] https://www.insurancebusinessmag.com/au/news/environmental/actuaries-summit-a-climate-wakeup-call-for-the-insurance-industry-404805.aspx#.YnQ1JhehbgA.twitter
[13] https://fintechmagazine.com/digital-payments/gocardless-appoints-former-mastercard-exec-as-president?utm_source=Newsletter
[11] https://www.fintechfutures.com/2022/05/futureproof-your-financial-databases/
[10] https://www.pymnts.com/today-in-data/2022/today-in-data-has-nft-bubble-burst-or-nottoday-in-data-has-the-nft-bubble-burst-or-not/
[10] https://www.pymnts.com/partnerships/2022/fis-treasury-prime-launch-embedded-finance-tool/
[10] https://thefinanser.com/2022/05/we-need-same-day-financial-firms.html/
[9] https://www.pymnts.com/identity/2022/early-warning-services-unveils-synthetic-id-fraud-tool/
[9] https://www.insurancebusinessmag.com/asia/news/breaking-news/howden-names-ceo-for-singapore-business-404811.aspx#.YnQ1zVr1O0s.twitter
[9] https://www.pymnts.com/connectedeconomy/2022/banks-sidestep-ce100s-slide-investors-seek-defensive-names-in-healthcare/
[8] https://www.pymnts.com/news/payment-methods/2022/real-time-payments-on-the-way-to-becoming-commonplace-with-fednow-pilot/

Top URLs in Tweet in G5:
[3] https://www.govtech.com/fs/study-more-bike-lanes-needed-to-reduce-traffic-congestion

Top URLs in Tweet in G6:
[2] https://twitter.com/publictechlab/status/1522594743179522048
[1] https://twitter.com/gcacosta/status/1521636227467726848
[1] https://latam.laboratoriogovtech.org/
[1] https://twitter.com/south_summit/status/1517139220283858948
[1] https://corlab.cordoba.gob.ar/la-municipalidad-de-cordoba-bid-lab-y-bancor-formalizaron-el-acuerdo-que-permitira-coinvertir-en-emprendimientos-y-potenciar-el-ecosistema-govtech/
[1] https://www.cordoba.gob.ar/la-municipalidad-de-cordoba-el-bid-lab-y-bancor-formalizaron-el-acuerdo-para-apoyar-emprendimientos-tecnologicos/
[1] https://cordoba.gob.ar/la-municipalidad-de-cordoba-el-bid-lab-y-bancor-formalizaron-el-acuerdo-para-apoyar-emprendimientos-tecnologicos/
[1] http://innpulsatec.lantiasas.com/
[1] https://innpulsacolombia.com/milab/mapeo-govtech
[1] http://www.desarrolloeconomico.gov.co/sites/default/files/entorno/index.html

Top URLs in Tweet in G7:
[56] https://medium.com/csg-govtech/defeating-kaslr-in-modern-operating-systems-f0d441c21b6c
[2] https://www.meetup.com/STACK-X-by-GovTech-Singapore/events/285386423/
[1] https://medium.com/csg-govtech/hunting-bugs-in-accel-ppp-with-codeql-8370e297e18f
[1] https://medium.com/csg-govtech/removing-false-positives-in-codeql-2b9f9f02cd99

Top URLs in Tweet in G8:
[5] https://asean.org/wp-content/uploads/2021/10/6.-Consolidated-Strategy-on-the-4IR-for-ASEAN.pdf
[4] https://govtechsummit.eu/
[3] https://www.wipo.int/edocs/pubdocs/en/wipo-pub-944-2022-en-world-intellectual-property-report-2022.pdf
[3] https://www.psfk.com/2022/03/seouls-local-government-builds-a-metaverse-counterpart.html
[2] https://opengovasia.com/vietnam-digital-economy-touches-us-53-billion-in-2022-q1/
[2] https://www.digitalnewsasia.com/business/malaysian-government-build-resilience-through-govtech-partnerships
[2] https://timesofindia.indiatimes.com/articleshow/91160317.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst
[2] https://twitter.com/PUBLIC_Germany/status/1525480373093912577
[2] https://www.public.io/helping-you-scale
[2] https://www.insurancebusinessmag.com/us/news/specialty-insurance/how-asteya-is-making-disability-insurance-more-accessible-404909.aspx#.YnQgclN-Ri4.twitter

Top URLs in Tweet in G9:
[6] https://www.govtechindiasummit.com/
[3] https://www.indiatoday.in/opinion-columns/story/unicorns-govtech-civictech-india-1948398-2022-05-12
[1] https://blog.vision33.com/how-low-code-applications-are-key-to-your-governments-digital-transformation?utm_campaign=RETIRED%20%7C%20Blog%20-%20eGovernment&utm_content=205966261&utm_medium=social&utm_source=twitter&hss_channel=tw-26263988
[1] https://blog.vision33.com/how-to-make-the-most-of-your-government-tech?utm_campaign=Blog%20%7C%20Gov&utm_content=205966248&utm_medium=social&utm_source=twitter&hss_channel=tw-26263988
[1] https://blog.vision33.com/how-to-make-the-most-of-your-government-tech?utm_campaign=Blog%20%7C%20Gov&utm_content=205966251&utm_medium=social&utm_source=twitter&hss_channel=tw-26263988
[1] https://info.vision33.com/clear-the-air-through-cloud-on-demand-webinar-recording?utm_campaign=Accela%20%7C%20Prospects%20%2F%202022&utm_content=205966253&utm_medium=social&utm_source=twitter&hss_channel=tw-26263988
[1] https://blog.vision33.com/how-to-make-the-most-of-your-government-tech?utm_campaign=Blog%20%7C%20Gov&utm_content=205966254&utm_medium=social&utm_source=twitter&hss_channel=tw-26263988
[1] https://info.vision33.com/clear-the-air-through-cloud-on-demand-webinar-recording?utm_campaign=Accela%20%7C%20Prospects%20%2F%202022&utm_content=205966256&utm_medium=social&utm_source=twitter&hss_channel=tw-26263988
[1] https://blog.vision33.com/how-to-make-the-most-of-your-government-tech?utm_campaign=Blog%20%7C%20Gov&utm_content=205966257&utm_medium=social&utm_source=twitter&hss_channel=tw-26263988
[1] https://blog.vision33.com/how-low-code-applications-are-key-to-your-governments-digital-transformation?utm_campaign=RETIRED%20%7C%20Blog%20-%20eGovernment&utm_content=205966258&utm_medium=social&utm_source=twitter&hss_channel=tw-26263988

Top URLs in Tweet in G10:
[1] https://www.govtech.com/fs/are-electric-trains-the-future-for-the-american-railroad

Top Domains
Top Domains in Tweet in Entire Graph:
[863] govtech.com
[781] pymnts.com
[222] insurancebusinessmag.com
[150] biometricupdate.com
[147] sifted.eu
[142] dy.si
[97] fintechfutures.com
[80] bankingdive.com
[74] fintechmagazine.com
[74] voicestorm.com

Top Domains in Tweet in G1:
[211] govtech.com
[54] dy.si
[36] forbes.com
[26] tahawultech.com
[12] linkedin.com
[11] softwareaggov.com
[9] twitter.com
[8] prtimes.jp
[7] youtube.com
[6] einnews.com

Top Domains in Tweet in G2:
[319] govtech.com
[67] voicestorm.com
[14] computronix.com
[8] granicus.com
[5] pymnts.com
[4] linkedin.com
[4] splashthat.com
[3] ampproject.org
[3] twitter.com
[3] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[615] pymnts.com
[155] insurancebusinessmag.com
[122] sifted.eu
[105] biometricupdate.com
[80] govtech.com
[70] fintechfutures.com
[64] bankingdive.com
[55] fintechmagazine.com
[52] vision33.com
[48] paymentsdive.com

Top Domains in Tweet in G4:
[153] pymnts.com
[62] insurancebusinessmag.com
[43] biometricupdate.com
[24] fintechfutures.com
[22] sifted.eu
[19] fintechmagazine.com
[19] govtech.com
[16] bankingdive.com
[13] paymentsdive.com
[11] lendacademy.com

Top Domains in Tweet in G5:
[3] govtech.com

Top Domains in Tweet in G6:
[7] twitter.com
[3] gob.ar
[2] tekiosmag.com
[1] laboratoriogovtech.org
[1] lantiasas.com
[1] innpulsacolombia.com
[1] gov.co
[1] bancoldex.com
[1] zoom.us
[1] forms.gle

Top Domains in Tweet in G7:
[58] medium.com
[2] meetup.com

Top Domains in Tweet in G8:
[8] pymnts.com
[7] twitter.com
[5] asean.org
[5] govtechsummit.eu
[4] psfk.com
[4] public.io
[3] wipo.int
[3] insurancebusinessmag.com
[2] opengovasia.com
[2] digitalnewsasia.com

Top Domains in Tweet in G9:
[10] vision33.com
[6] govtechindiasummit.com
[4] indiatoday.in
[3] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2148] fintech
[1720] insurtech
[1396] finserv
[1138] marketing
[1135] govtech
[774] payments
[524] web3
[367] neobanks
[350] ai
[347] metaverse



Top Hashtags in Tweet in G1:
[189] govtech
[56] publicsector
[51] whereeverythingconnects
[38] ai
[37] automation
[19] saggov
[13] govtechawards2022
[13] tahawultech
[10] technology
[6] cybersecurity

Top Hashtags in Tweet in G2:
[108] govtech
[68] cdwsocial
[40] broadband
[35] publicsector
[29] nascio22
[24] vr
[24] ar
[22] localgov
[22] civictech
[22] stateandlocal

Top Hashtags in Tweet in G3:
[1572] fintech
[1232] insurtech
[936] finserv
[705] marketing
[458] payments
[253] web3
[224] blockchain
[219] neobanks
[194] govtech
[151] metaverse

Top Hashtags in Tweet in G4:
[527] fintech
[458] insurtech
[436] finserv
[412] marketing
[305] payments
[262] web3
[205] govtech
[179] ai
[173] metaverse
[165] flutter

Top Hashtags in Tweet in G6:
[27] govtech
[9] entérate
[9] hoy
[9] southsummit
[4] córdobacapital
[4] milab
[4] rutaescalamientoinnovación
[4] pymes
[4] mil
[4] democracy

Top Hashtags in Tweet in G7:
[2] govwallet
[2] govtechstack
[2] codeql
[2] cybersecurity
[1] uiuxdesign
[1] ict
[1] digitaleconomy
[1] smartnationib

Top Hashtags in Tweet in G8:
[42] govtech
[17] fintech
[12] govtechsummit
[12] insurtech
[10] digitaltrade
[10] smartcities
[10] innovation
[9] trade
[9] finserv
[8] asean

Top Hashtags in Tweet in G9:
[56] govtech
[22] govtechindiasummit
[16] government
[14] technology
[13] digitaltransformation
[12] speaker
[11] india
[11] unicorns
[10] cloud
[10] startup

Top Words
Top Words in Tweet in Entire Graph:
[2148] #fintech
[2115] enricomolinari
[1719] #insurtech
[1396] #finserv
[1138] #marketing
[1135] #govtech
[774] #payments
[524] #web3
[499] digital
[495] govtech

Top Words in Tweet in G1:
[189] #govtech
[92] government
[88] learn
[78] digital
[65] future
[63] more
[59] govtech
[58] tech
[57] support
[56] #publicsector

Top Words in Tweet in G2:
[203] govtechnews
[108] #govtech
[89] digital
[79] government
[68] #cdwsocial
[68] help
[64] more
[61] state
[55] technology
[45] work

Top Words in Tweet in G3:
[1589] enricomolinari
[1572] #fintech
[1231] #insurtech
[936] #finserv
[705] #marketing
[458] #payments
[253] #web3
[230] stratorob
[224] #blockchain
[219] #neobanks

Top Words in Tweet in G4:
[527] #fintech
[486] enricomolinari
[458] #insurtech
[436] #finserv
[412] #marketing
[305] #payments
[262] #web3
[205] #govtech
[179] #ai
[173] #metaverse

Top Words in Tweet in G5:
[242] trips
[122] bike
[121] research
[121] carnegie
[121] mellon
[121] university
[121] shows
[121] replacing
[121] short
[121] car

Top Words in Tweet in G6:
[27] #govtech
[25] govtech
[23] emprendimientos
[21] lab
[20] bid
[19] córdoba
[18] martinllaryora
[15] municba
[15] innpulsacol
[14] junto

Top Words in Tweet in G7:
[56] defeating
[56] kaslr
[56] modern
[56] operating
[56] systems
[55] reverseame
[9] bugs
[8] former
[8] interns
[8] chloe

Top Words in Tweet in G8:
[42] #govtech
[17] #fintech
[16] enricomolinari
[15] world
[15] sommetgovtech
[14] government
[13] die
[13] person
[12] govtech
[12] #govtechsummit

Top Words in Tweet in G9:
[88] govtech
[73] easygov
[56] #govtech
[46] india
[33] 19th
[30] anurag4d
[28] startups
[25] 2022
[22] #govtechindiasummit
[19] event

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1637] #fintech,#insurtech
[1328] #insurtech,#finserv
[1107] #finserv,#marketing
[390] #marketing,#web3
[362] #web3,#neobanks
[360] #marketing,#payments
[278] #neobanks,#payments
[190] #payments,#100daysofcode
[154] #flutter,#python
[141] #payments,#flutter

Top Word Pairs in Tweet in G1:
[51] ale,blog
[51] blog,shares
[51] shares,insight
[51] insight,idc
[51] idc,researcher
[51] researcher,director
[51] director,massimiliano
[51] massimiliano,claps
[51] claps,learn
[51] learn,impact

Top Word Pairs in Tweet in G2:
[50] govtechnews,#cdwsocial
[24] #vr,#ar
[23] envy,year
[23] year,course
[23] course,catalog
[23] catalog,umich
[23] umich,interactive
[23] interactive,360
[23] 360,degree
[23] degree,video

Top Word Pairs in Tweet in G3:
[1169] #fintech,#insurtech
[911] #insurtech,#finserv
[695] #finserv,#marketing
[235] #marketing,#web3
[215] #web3,#neobanks
[193] #marketing,#payments
[162] #neobanks,#payments
[115] siftedeu,#fintech
[87] #metaverse,#fintech
[84] #payments,#100daysofcode

Top Word Pairs in Tweet in G4:
[439] #fintech,#insurtech
[393] #insurtech,#finserv
[392] #finserv,#marketing
[162] #marketing,#payments
[147] #marketing,#web3
[140] #web3,#neobanks
[129] #flutter,#python
[112] #neobanks,#payments
[107] #python,#javascript
[107] #rstats,#metaverse

Top Word Pairs in Tweet in G5:
[121] research,carnegie
[121] carnegie,mellon
[121] mellon,university
[121] university,shows
[121] shows,replacing
[121] replacing,short
[121] short,car
[121] car,trips
[121] trips,bike
[121] bike,scooter

Top Word Pairs in Tweet in G6:
[19] bid,lab
[11] emprendimientos,tecnológicos
[10] poner,marcha
[10] apoyar,emprendimientos
[9] #entérate,#hoy
[9] #hoy,estuvimos
[9] estuvimos,presentes
[9] presentes,#southsummit
[9] #southsummit,brasil
[9] brasil,contando

Top Word Pairs in Tweet in G7:
[56] defeating,kaslr
[56] kaslr,modern
[56] modern,operating
[56] operating,systems
[55] reverseame,defeating
[8] interns,chloe
[8] chloe,kar
[8] kar,wei
[8] find,bugs
[8] bugs,accel

Top Word Pairs in Tweet in G8:
[12] #fintech,#insurtech
[9] #insurtech,#finserv
[7] 1st,november
[7] public,sector
[7] #finserv,#marketing
[6] #govtech,#smartcities
[6] world,leading
[6] leading,event
[6] sector,#innovation
[5] consolidated,strategy

Top Word Pairs in Tweet in G9:
[21] 19th,2022
[18] govtech,india
[18] india,summit
[15] social,protection
[15] summit,19th
[15] govtech,startups
[13] #govtechindiasummit,19th
[12] #speaker,#govtechindiasummit
[11] scale,#govtech
[11] #govtech,phenomenal

Top Replied-To
Top Replied-To in Entire Graph:
@ginger
@enricomolinari
@lumengov
@jaijit
@zephyr_ebikes
@equalandallied1
@tekiosmag
@doctororrery
@nikolausf
@marilynrmarks1

Top Replied-To in G2:
@nebraska_ocio
@kentcountymi
@govtechnews
@ryanko
@1_m0
@appleyar

Top Replied-To in G3:
@enricomolinari
@tekiosmag
@mrblockchaindev
@teamirembo

Top Replied-To in G6:
@milmadrid_

Top Replied-To in G8:
@nikolausf

Top Replied-To in G9:
@jaijit
@ciieindia
@nidhibhasin7
@amitegov
@anurag4d

Top Replied-To in G10:
@johnoz1900

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@stratorob
@govtechnews
@siftedeu
@pymnts
@carhelmets
@bankingdive
@paymentsdive
@easygov
@reverseame

Top Mentioned in G1:
@gogovapps
@wahcak
@c_coolidge
@landolakesinc
@avolvesoftware
@portalcryptoid

Top Mentioned in G2:
@govtechnews
@umich
@nascio
@enricomolinari
@granicus
@codeforamerica
@fcwnow
@dustinhaisler
@paykamian_gt
@govcso

Top Mentioned in G3:
@enricomolinari
@stratorob
@siftedeu
@pymnts
@bankingdive
@paymentsdive
@lendit
@matlasmiller
@douglittlejr
@sineaddesmond

Top Mentioned in G4:
@enricomolinari
@breakinggovtech
@pymnts
@siftedeu
@biometricupdate
@_wunderproject
@bankingdive
@paymentsdive
@chris_skinner
@lendit

Top Mentioned in G5:
@carhelmets
@govtechnews
@tmabucks

Top Mentioned in G6:
@martinllaryora
@municba
@el_bid
@publictechlab
@innpulsacol
@gcacosta
@bancodecordoba
@southsummitbr
@madrid
@south_summit

Top Mentioned in G7:
@reverseame
@govtechsg
@spaceraccoonsec

Top Mentioned in G8:
@enricomolinari
@sommetgovtech
@asean
@lochoffs
@psfk
@wipo
@govtechcampusde
@lawyerkb
@akoneira
@dell

Top Mentioned in G9:
@easygov
@anurag4d
@amitabhk87
@abhish18
@jaijit
@rajananandan
@rajeevchawlaias
@amodkumar
@rajana
@nidhibhasin7

Top Mentioned in G10:
@uscriticalmess
@bellronibell
@barbarajdurkin
@bastard_esq
@biffmack
@alfred_statesx
@educatingtrump2
@insane_voice
@asinister
@delusionsmass

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@robinsnewswire
@xaelbot
@codedailybot
@piyuanker12
@javascriptd
@cybersecurityn8
@jfsebastian146
@evankirstel

Top Tweeters in G1:
@robinsnewswire
@prtimes_news
@c_coolidge
@netsecu
@m157q_news_rss
@saeedbaygi
@rehownet2
@stem_nastics
@prtimes_stup
@el_grillo1

Top Tweeters in G2:
@ml_tweet_bot
@barbiewithatude
@education_24x7
@bot_innovation
@suriyasubraman
@akwyz
@vrretweeter
@dcarsoncpa
@iramey
@smartecocity

Top Tweeters in G3:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@cybersecurityn8
@jfsebastian146
@codernotesbot
@fabriciosx
@rvp
@hubofml

Top Tweeters in G4:
@piyuanker12
@javascriptd
@aldoceccarelli
@dataaugmented
@santchiweb
@nicochan33
@valaafshar
@sabinmarketing
@forbes
@openmarketingtv

Top Tweeters in G5:
@syawal
@muddybike
@gaelicwizard
@precariousmind
@wylie_h_dallas
@oratoba
@cuyonoticias
@ninanjira
@iragsdale
@gusv01

Top Tweeters in G6:
@el_pais
@elobdeltrabajo
@governosp
@mincomercioco
@statedept
@innpulsacol
@matuteiglesias
@fnaahorro
@earamondelli
@madrid

Top Tweeters in G7:
@leonardwongly
@jax_masters
@perfopt0
@truneski
@davidvalles007
@w00fer
@maldevel
@andregironda
@mrbenchung
@qumqats

Top Tweeters in G8:
@calcaware
@botfemale
@euwatchers
@toiindianews
@pythonroboto
@handelsblatt
@bundestag_tweet
@psfk
@dell
@state_scoop

Top Tweeters in G9:
@indiatoday
@indiatodayflash
@mogulazam
@digitaltransf11
@startupnewsind
@debjani_ghosh_
@pmoindia
@product_nation
@amitabhk87
@nasscom

Top Tweeters in G10:
@debrammason1
@ram0667
@insane_voice
@barbarajdurkin
@asinister
@glinch72
@sampsonramm
@jaisans
@biffmack
@chrisbbacon3