govtech, Twitter, 5/30/2022 2:51:11 AM, 277308


FAQ | Problem?

govtech_2022-05-29_17-30-00.xlsx
govtech_2022-05-29_17-30-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 30, 2022
Short Description:
govtech via NodeXL https://bit.ly/3t6aORv
@enricomolinari
@govtechnews
@carlos_santiso
@stratorob
@education_24x7
@awscloud
@codewithtwitchi
@this0499154500
@b0tsci
@botfemale

Top hashtags:
#govtech
#fintech
#insurtech
#finserv
#marketing
#blockchain
#web3
#ai

Description:
Description
The graph represents a network of 2,763 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, 30 May 2022 at 00:37 UTC.

The requested start date was Monday, 30 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, 3-hour, 33-minute period from Monday, 16 May 2022 at 00:05 UTC to Sunday, 29 May 2022 at 03:38 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 : 2763
Unique Edges : 2350
Edges With Duplicates : 6770
Total Edges : 9120
Number of Edge Types : 5
Mentions : 1712
Replies to : 106
Retweet : 2279
MentionsInRetweet : 3584
Tweet : 1439
Self-Loops : 1483
Reciprocated Vertex Pair Ratio : 0.0405135520684736
Reciprocated Edge Ratio : 0.0778722237455443
Connected Components : 578
Single-Vertex Connected Components : 372
Maximum Vertices in a Connected Component : 1528
Maximum Edges in a Connected Component : 6978
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.376542
Graph Density : 0.000477893588678154
Modularity : 0.38418
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,763 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, 30 May 2022 at 00:37 UTC.

The requested start date was Monday, 30 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, 3-hour, 33-minute period from Monday, 16 May 2022 at 00:05 UTC to Sunday, 29 May 2022 at 03:38 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:
[39] |
[37] https://www.bankingdive.com/news/pnc-ordered-to-pay-218m-to-usaa-in-patent-infringement-case/623820/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-05-16%20Banking%20Dive%20%5Bissue:41760%5D&utm_term=Banking%20Dive
[37] https://www.govtech.com/computing/facing-cyber-insurance-woes-local-governments-find-other-options
[34] -
[33] https://sifted.eu/articles/proptech-metaverse-war-for-talent/
[32] https://www.paymentsdive.com/news/amazon-fresh-stores-new-york-new-jersey/624088/?:%202022-05-20%20Payments%20Dive%20%5Bissue:41900%5D
[30] https://www.cnbc.com/2022/05/19/theres-more-crypto-destruction-to-come-blockchaincom-ceo.html?utm_medium=email&utm_source=lendit-fintech-global-may-20-2022-2909038&utm_campaign=LendIt+Fintech+Global+Daily&utm_content=fz1ltUAJwcprGaiYvh0hZWQbXl9Wj_wuiEHw4v5ZO-hRHiAU-f5_k_l5Eq0DJsRY
[26] https://www.biometricupdate.com/202205/dhs-is-going-bigger-with-its-next-face-biometrics-rally
[23] https://www.blockchain.com/
[23] https://events.govtech.com/Texas-Digital-Government-Summit.html

Top URLs in Tweet in G1:
[36] https://www.bankingdive.com/news/pnc-ordered-to-pay-218m-to-usaa-in-patent-infringement-case/623820/?utm_source=Sailthru&utm_medium=email&utm_campaign=Issue:%202022-05-16%20Banking%20Dive%20%5Bissue:41760%5D&utm_term=Banking%20Dive
[33] https://sifted.eu/articles/proptech-metaverse-war-for-talent/
[32] https://www.paymentsdive.com/news/amazon-fresh-stores-new-york-new-jersey/624088/?:%202022-05-20%20Payments%20Dive%20%5Bissue:41900%5D
[30] https://www.cnbc.com/2022/05/19/theres-more-crypto-destruction-to-come-blockchaincom-ceo.html?utm_medium=email&utm_source=lendit-fintech-global-may-20-2022-2909038&utm_campaign=LendIt+Fintech+Global+Daily&utm_content=fz1ltUAJwcprGaiYvh0hZWQbXl9Wj_wuiEHw4v5ZO-hRHiAU-f5_k_l5Eq0DJsRY
[24] https://www.biometricupdate.com/202205/dhs-is-going-bigger-with-its-next-face-biometrics-rally
[23] https://www.blockchain.com/
[21] https://www.biometricupdate.com/202205/embarrassing-slipup-exposes-dozens-of-personal-profiles-from-trust-stamp
[20] https://www.insurancebusinessmag.com/asia/news/technology/revealed--the-top-insurtech-unicorns-in-asia-405988.aspx
[19] https://www.biometricupdate.com/202205/bangladesh-government-considers-user-fee-for-digital-id-verification-service
[18] https://www.lendacademy.com/lendit-fintech-is-now-fintech-nexus/

Top URLs in Tweet in G2:
[21] https://www.govtech.com/computing/facing-cyber-insurance-woes-local-governments-find-other-options
[13] -
[10] https://events.govtech.com/Texas-Digital-Government-Summit.html
[9] https://www.govtech.com/gov-experience/ux-for-all-states-push-for-broader-accessibility-online
[7] https://www.govtech.com/education/k-12/special-ed-leaders-tech-has-proven-beneficial-post-pandemic
[6] GT
[6] https://www.govtech.com/fs/philadelphia-launches-real-time-smart-city-project
[5] Emergency
[5] https://events.govtech.com/Tennessee-Digital-Government-Summit.html
[5] https://www.govtech.com/education/k-12/what-makes-a-smart-classroom

Top URLs in Tweet in G3:
[39] |
[18] IIMC
[13] https://www.govtech.com/network/what-states-should-know-as-federal-digital-equity-money-arrives
[13] https://events.govtech.com/Texas-Digital-Government-Summit.html
[12] https://www.govtech.com/security/cisa-to-address-state-local-government-quantum-readiness
[12] https://www.govtech.com/workforce/how-can-we-get-more-women-in-tech-and-support-their-growth
[10] https://www.govtech.com/fs/philadelphia-launches-real-time-smart-city-project
[7] https://www.govtech.com/fs/regional-agencies-are-best-poised-to-manage-micromobility
[6] https://www.govtech.com/fs/the-next-growth-spurt-for-scooters-is-in-partnerships
[6] https://www.govtech.com/pcio/tech-helps-map-and-manage-groundwater-in-california

Top URLs in Tweet in G4:
[9] https://cepyg.ucab.edu.ve/diplomado-en-gobernabilidad-e-innovacion-publica/
[4] https://bit.ly/digintegridad?parent=54905&social=twitter
[4] https://www.academia.edu/45509922/GovTech_en_Iberoam%C3%A9rica_Ecosistema_actores_y_tecnolog%C3%ADas_para_reinventar_el_sector_p%C3%BAblico
[4] https://week.digileaders.com/topics/
[3] https://www.youtube.com/watch?v=p2zL9BLemkE&t=9s

[3] http://m.in
[3] https://www.civtechalliance.org/gsup2-apply
[2] https://www.gov.pl/govtech/bezplatne-warsztaty-dla-szkol-ponadpodstawowych
[1] http://scioteca.caf.com/handle/123456789/1783
[1] https://joinup.ec.europa.eu/collection/innovative-public-services/document/govtech-index-2020-unlocking-potential-govtech-ecosystems-latin-america-spain-and-portugal

Top URLs in Tweet in G5:
[5] https://www.govtechindiasummit.com/
[4] https://www.youtube.com/watch?v=b2v0a1tp2Yg&feature=youtu.be

[3] https://www.youtube.com/watch?v=b2v0a1tp2Yg

[2] https://www.indiatoday.in/amp/opinion-columns/story/unicorns-govtech-civictech-india-1948398-2022-05-12
[2] https://theprint.in/economy/citizens-centric-public-services-have-to-be-made-universally-accessible-amitabh-kant/962955/?amp
[2] https://www.business-standard.com/article/politics/pm-modi-says-reform-perform-transform-mantra-define-today-s-governance-122052601237_1.html
[1] https://twitter.com/anurag4d/status/1526795807831121921
[1] https://www.indiatoday.in/opinion-columns/story/unicorns-govtech-civictech-india-1948398-2022-05-12
[1] https://twitter.com/jaijit/status/1524659668089335808
[1] https://twitter.com/EasyGov/status/1527184778394484738

Top URLs in Tweet in G6:
[1] https://twitter.com/codeforamerica/status/1521172934299160577
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=277103
[1] https://www.biometricupdate.com/202205/bangladesh-government-considers-user-fee-for-digital-id-verification-service
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=276630
[1] https://app.obsidi.com/event/652472b7-4bef-468a-bade-32e0bea1803a
[1] https://forbes.co/2022/05/16/actualidad/buscan-a-startups-que-quieran-acercar-sus-soluciones-a-gobiernos-latinoamericanos/
[1] https://events.newamerica.org/wiringwic/WeekAhead
[1] https://www.govtech.com/education/k-12/californias-128b-budget-for-public-schools?_hsmi=213821059
[1] https://statescoop.com/massachusetts-text-messages-social-benefits/
[1] https://www.fedweek.com/federal-managers-daily-report/the-key-to-rebuilding-trust-in-government-bringing-humanity-to-the-digital-experience/

Top URLs in Tweet in G7:
[10] https://twitter.com/DK_Analytics/status/1527224379721007106
[1] https://aws.amazon.com/events/summits/washington-dc/?utm_source=twitter&utm_medium=social&utm_campaign=immix_event
[1] https://blog.immixgroup.com/2022/05/12/cmmc-get-ahead-by-doing-the-bare-minimum/?utm_source=twitter&utm_medium=social&utm_campaign=immix_blog
[1] https://blog.immixgroup.com/2022/04/26/big-sales-opportunities-in-lesser-known-agencies-decoding-the-omnibus-bill/?utm_source=twitter&utm_medium=social&utm_campaign=immix_blog
[1] https://www.deep-innovation.tech/deeptech-global-govtech?utm_content=158550250&utm_medium=social&utm_source=twitter&hss_channel=tw-1054751146953400320
[1] https://www.deep-innovation.tech/deeptech-global-govtech?utm_campaign=Dashboards&utm_content=158467560&utm_medium=social&utm_source=twitter&hss_channel=tw-1054751146953400320
[1] https://www.govtech.global/govtech-q1-2022?utm_campaign=Dashboards&utm_content=158473459&utm_medium=social&utm_source=twitter&hss_channel=tw-1054751146953400320
[1] https://www.deep-innovation.tech/deeptech-global-govtech?utm_content=158522818&utm_medium=social&utm_source=twitter&hss_channel=tw-1054751146953400320
[1] https://www.deep-innovation.tech/deeptech-global-govtech?utm_content=158540730&utm_medium=social&utm_source=twitter&hss_channel=tw-1054751146953400320
[1] http://t.ly/u09F?utm_campaign=Customer%20Wins&utm_content=208392368&utm_medium=social&utm_source=twitter&hss_channel=tw-991436680899973120

Top URLs in Tweet in G8:
[1] https://www.govtech.com/policy/google-fined-2-7-billion-for-illegal-search-manipulating-practices.html

Top URLs in Tweet in G9:
[19] https://www.jn66dataanalytics.com/news
[6] https://www.govtech.com/computing/facing-cyber-insurance-woes-local-governments-find-other-options
[4] https://hukum.blog/ext/57/https://www.govtech.com/ai-ready/transforming-government-services-with-artificial-intelligence
[2] https://hukum.blog/ext/57/https://www.govtech.com/products/u-s-army-artificial-intelligence-unit-relocates-in-pittsburgh
[2] https://www.govtech.com/education/higher-ed/purdue-northwest-to-offer-bachelors-degree-in-cybersecurity
[2] https://dy.si/sJg5b
[2] https://www.govtech.com/computing/facing-cyber-insurance-woes-local-governments-find-other-options?utm_source=bambu&utm_medium=social&utm_campaign=articles&blaid=3013322
[2] https://www.businessofgovernment.org/blog/weekly-roundup-may-16-20-2022
[1] https://collaborationclouds.garnet8.co.uk/insight/integrated-data-access-management-software?d=t&i=d51c6e45-b541-4a64-9d17-726edd1baa31
[1] https://collaborationclouds.garnet8.co.uk/blogs/unlock-the-real-time-potential-of-your-data?d=t&i=7d1db898-a685-45ef-9134-89e386fb3cb7

Top URLs in Tweet in G10:
[3] https://www.govup.nrw/
[2] https://twitter.com/WirtschaftNRW/status/1527643186801278976
[1] https://www.paymentsdive.com/news/uk-bnpl-player-zilch-expands-payments-to-us/624136/?:%202022-05-20%20Payments%20Dive%20%5Bissue:41900%5D
[1] https://twitter.com/technikzukunft/status/1526460266048675840
[1] https://egovernment-podcast.com/egov109-govtechcampus/
[1] https://www.wirtschaft.nrw/landesregierung-startet-ideenwettbewerb-govupnrw-fuer-start-ups-aus-der-technologieszene
[1] https://twitter.com/capgeminiinde/status/1526232265457532928
[1] https://www.move-online.de/meldung_38764_GovTech+beteiligt+sich.html
[1] https://blog.cosinex.de/2022/05/18/govtech-gruppe-beteiligt-sich-an-govmind/

Top Domains
Top Domains in Tweet in Entire Graph:
[872] govtech.com
[207] biometricupdate.com
[114] dy.si
[89] twitter.com
[86] vision33.com
[80] bankingdive.com
[78] voicestorm.com
[69] paymentsdive.com
[51] co.uk
[48] linkedin.com

Top Domains in Tweet in G1:
[187] biometricupdate.com
[79] bankingdive.com
[68] paymentsdive.com
[42] cnbc.com
[39] govtech.com
[38] lendacademy.com
[36] msn.com
[33] sifted.eu
[32] mckinsey.com
[32] pymnts.com

Top Domains in Tweet in G2:
[270] govtech.com
[50] dy.si
[12] youtube.com
[11] twitter.com
[11] linkedin.com
[11] computronix.com
[8] softwareaggov.com
[7] ampproject.org
[6] prtimes.jp
[4] esri.ca

Top Domains in Tweet in G3:
[345] govtech.com
[71] voicestorm.com
[17] biometricupdate.com
[15] civicplus.com
[7] smh.re
[6] pheedloop.com
[5] dy.si
[4] okt.to
[4] businesswire.com
[3] cities-today.com

Top Domains in Tweet in G4:
[12] twitter.com
[9] edu.ve
[6] youtube.com
[5] digileaders.com
[4] bit.ly
[4] academia.edu
[4] gov.pl
[4] civtechalliance.org
[3] m.in
[2] microsoft.com

Top Domains in Tweet in G5:
[7] youtube.com
[5] govtechindiasummit.com
[5] twitter.com
[3] indiatoday.in
[3] theprint.in
[2] business-standard.com
[1] agami.in

Top Domains in Tweet in G6:
[2] twitter.com
[2] nodexlgraphgallery.org
[2] govtech.com
[2] statescoop.com
[1] biometricupdate.com
[1] obsidi.com
[1] forbes.co
[1] newamerica.org
[1] fedweek.com
[1] cleveland.com

Top Domains in Tweet in G7:
[12] twitter.com
[5] velosimo.com
[4] deep-innovation.tech
[4] t.ly
[2] amazon.com
[2] immixgroup.com
[1] govtech.global
[1] gotowebinar.com

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

Top Domains in Tweet in G9:
[20] govtech.com
[19] jn66dataanalytics.com
[15] co.uk
[6] hukum.blog
[4] voicestorm.com
[3] dy.si
[2] businessofgovernment.org
[1] linkedin.com
[1] twitter.com
[1] mckinsey.com

Top Domains in Tweet in G10:
[4] twitter.com
[3] govup.nrw
[1] paymentsdive.com
[1] egovernment-podcast.com
[1] wirtschaft.nrw
[1] move-online.de
[1] cosinex.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1209] govtech
[869] fintech
[666] insurtech
[453] finserv
[395] marketing
[289] blockchain
[261] web3
[251] ai
[200] payments
[195] technology



Top Hashtags in Tweet in G1:
[826] fintech
[658] insurtech
[441] finserv
[390] marketing
[300] govtech
[263] blockchain
[257] web3
[200] ai
[197] payments
[189] 100daysofcode

Top Hashtags in Tweet in G2:
[181] govtech
[50] publicsector
[37] whereeverythingconnects
[35] cybersecurity
[23] saggov
[20] insurance
[20] localgov
[17] stateandlocal
[14] civictech
[13] governmentit

Top Hashtags in Tweet in G3:
[75] govtech
[73] cdwsocial
[33] localgov
[26] metaverse
[25] k12
[22] iimc
[20] stateandlocal
[19] civicexperience
[18] accessibility
[18] civicplus

Top Hashtags in Tweet in G4:
[64] govtech
[14] laboratoriaprzyszłości
[13] diplomado
[11] transformacióndigital
[11] corrupción
[10] webinap
[9] sellocaf
[9] 6/1/2022 12:00:00 AM
[8] díamundialdeinternet
[8] milab

Top Hashtags in Tweet in G5:
[36] govtech
[12] govtechindiasummit
[11] startup
[7] leaders
[7] startups
[5] governance
[5] government
[5] special
[5] celebrate
[5] anniversary

Top Hashtags in Tweet in G6:
[24] govtech
[6] civtech
[6] civilservice
[5] civictech
[4] cfasummit
[3] opensource
[3] stem
[2] candidatosendatos
[1] opengov
[1] icobenin

Top Hashtags in Tweet in G7:
[37] govtech
[6] ipaas
[5] connectedrevolution
[4] integrations
[4] api
[3] govcon
[3] integration
[3] rubiconsmartcity
[3] techforgood
[3] aiforgood

Top Hashtags in Tweet in G9:
[52] cybersecurity
[47] govtech
[35] data
[24] fintech
[23] infosec
[20] gdpr
[20] legaltech
[19] healthtech
[16] secure
[16] collaboration

Top Hashtags in Tweet in G10:
[20] govtech
[12] startup
[11] govupnrw
[10] verwaltung
[9] pitch
[8] nrw
[6] egov
[5] fujitsu
[5] digvw
[3] digitalisierung

Top Words
Top Words in Tweet in Entire Graph:
[1209] #govtech
[877] enricomolinari
[869] #fintech
[666] #insurtech
[643] government
[568] govtech
[453] #finserv
[425] more
[400] digital
[395] #marketing

Top Words in Tweet in G1:
[850] enricomolinari
[826] #fintech
[658] #insurtech
[441] #finserv
[390] #marketing
[300] #govtech
[257] #web3
[250] #blockchain
[216] stratorob
[200] #ai

Top Words in Tweet in G2:
[181] #govtech
[128] government
[83] govtech
[81] more
[79] learn
[71] technology
[60] digital
[52] future
[50] #publicsector
[49] key

Top Words in Tweet in G3:
[238] govtechnews
[97] more
[78] digital
[75] #govtech
[73] #cdwsocial
[71] school
[66] federal
[66] government
[64] technology
[54] tech

Top Words in Tweet in G4:
[64] #govtech
[46] agendacaf
[29] govtech
[26] pública
[25] cómo
[23] digital
[22] innovación
[21] nuestro
[20] anamaquiroz
[17] redmatriz

Top Words in Tweet in G5:
[127] govtech
[89] india
[89] easygov
[41] summit
[40] anurag4d
[38] startups
[37] abhish18
[36] #govtech
[34] social
[34] amitabhk87

Top Words in Tweet in G6:
[24] #govtech
[9] codeforamerica
[8] days
[7] work
[7] couple
[7] california
[6] great
[6] passionate
[6] inspiring
[6] #civtech

Top Words in Tweet in G7:
[37] #govtech
[26] dashboard
[24] govtech
[20] global
[15] dk_analytics
[15] ai
[15] based
[14] industry
[13] research
[12] free

Top Words in Tweet in G8:
[2] jonrfleming
[2] sstaedtler98
[2] johnoz1900
[2] glinch72
[2] alfred_statesx
[2] shastagecko
[2] alefty123
[2] girl_pilled
[2] ic_lib
[2] fishyfish67

Top Words in Tweet in G9:
[52] #cybersecurity
[48] government
[47] #govtech
[35] #data
[31] technology
[24] douglittlejr
[24] #fintech
[23] #infosec
[20] access
[20] #gdpr

Top Words in Tweet in G10:
[36] die
[20] #govtech
[12] #startup
[11] zukunft
[11] #govupnrw
[10] #verwaltung
[10] wirtschaftnrw
[9] digitale
[9] willst
[9] digitalen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[490] #fintech,#insurtech
[345] #insurtech,#finserv
[318] #finserv,#marketing
[223] #marketing,#web3
[173] government,technology
[162] #payments,#100daysofcode
[147] #web3,#neobanks
[118] #neobanks,#payments
[117] digital,government
[96] government,summit

Top Word Pairs in Tweet in G1:
[484] #fintech,#insurtech
[339] #insurtech,#finserv
[313] #finserv,#marketing
[219] #marketing,#web3
[159] #payments,#100daysofcode
[144] #web3,#neobanks
[115] #neobanks,#payments
[79] bankingdive,#fintech
[66] #govtech,#blockchain
[66] enricomolinari,#govtech

Top Word Pairs in Tweet in G2:
[58] government,technology
[37] massimiliano,claps
[37] #publicsector,#whereeverythingconnects
[36] ale,blog
[36] blog,shares
[36] shares,insight
[36] insight,idc
[36] idc,researcher
[36] researcher,director
[36] director,massimiliano

Top Word Pairs in Tweet in G3:
[54] govtechnews,#cdwsocial
[32] digital,equity
[28] school,bus
[24] high,speed
[24] #metaverse,make
[24] make,magic
[24] magic,school
[24] bus,reality
[24] reality,#k12
[24] #k12,classrooms

Top Word Pairs in Tweet in G4:
[18] agendacaf,cómo
[15] szkół,ponadpodstawowych
[15] bezpłatne,warsztaty
[14] temas,govtech
[13] compra,pública
[13] dziś,godz
[13] godz,23
[13] 23,59
[13] 59,zbieramy
[13] zbieramy,zgłoszenia

Top Word Pairs in Tweet in G5:
[47] govtech,india
[34] india,summit
[29] social,protection
[19] summit,2022
[18] govtech,startups
[17] summit,19th
[14] 19th,2022
[14] such,amitabhk87
[14] amitabhk87,rajeevchawlaias
[14] rajananandan,abhish18

Top Word Pairs in Tweet in G6:
[7] couple,days
[6] great,couple
[6] days,passionate
[6] passionate,inspiring
[6] inspiring,#civtech
[6] #civtech,#govtech
[6] #govtech,#civilservice
[5] joel_nantais,great
[5] #civilservice,profession
[3] ve,pretty

Top Word Pairs in Tweet in G7:
[16] govtech,dashboard
[15] ai,based
[13] global,govtech
[11] #govtech,industry
[11] book,free
[10] dashboard,interactive
[10] interactive,ai
[10] based,dashboard
[9] free,trial
[8] velosimo,family

Top Word Pairs in Tweet in G8:
[2] jonrfleming,sstaedtler98
[2] sstaedtler98,johnoz1900
[2] johnoz1900,glinch72
[2] glinch72,alfred_statesx
[2] alfred_statesx,shastagecko
[2] shastagecko,alefty123
[2] alefty123,girl_pilled
[2] girl_pilled,ic_lib
[2] ic_lib,fishyfish67

Top Word Pairs in Tweet in G9:
[31] government,technology
[17] artificial,intelligence
[15] ensure,trusted
[15] trusted,access
[15] access,#compliant
[15] #compliant,#data
[15] #data,create
[15] create,agility
[15] agility,combining
[15] combining,#secure

Top Word Pairs in Tweet in G10:
[9] willst,die
[9] die,zukunft
[9] zukunft,digitalen
[9] digitalen,#verwaltung
[9] #verwaltung,mitgestalten
[9] mitgestalten,arbeitest
[9] arbeitest,#startup
[9] #startup,nimm
[9] nimm,teil
[9] teil,reverse

Top Replied-To
Top Replied-To in Entire Graph:
@dk_analytics
@serpro
@gbaglobal
@anurag4d
@elonmusk
@ydanasmithdutra
@tekiosmag
@lincolncouncil
@aluenterprise
@anamaquiroz

Top Replied-To in G3:
@vhslearning
@sdsu

Top Replied-To in G4:
@anamaquiroz
@cifuentesaura

Top Replied-To in G5:
@anurag4d
@amitabhk87
@rajananandan
@tanmay_sethi
@indianexpress

Top Replied-To in G6:
@forbes
@skaidrap
@gsacarnahan

Top Replied-To in G7:
@dk_analytics
@velosimoinc

Top Replied-To in G8:
@jonrfleming

Top Replied-To in G9:
@annieapprox

Top Replied-To in G10:
@lilithwittmann

Top Mentioned
Top Mentioned in Entire Graph:
@enricomolinari
@govtechnews
@stratorob
@bankingdive
@easygov
@paymentsdive
@agendacaf
@finshots
@crowdstrike
@anurag4d

Top Mentioned in G1:
@enricomolinari
@stratorob
@bankingdive
@paymentsdive
@finshots
@iainljbrown
@matlasmiller
@mckinsey
@sineaddesmond
@jblefevre60

Top Mentioned in G2:
@breakinggovtech
@symphony3think
@gogovapps
@wahcak
@mythics

Top Mentioned in G3:
@govtechnews
@centerdigitaled
@govtech
@enricomolinari
@erepublic
@zackquaintance
@stratorob
@engineergirlnae
@civicplus
@rekorsystems

Top Mentioned in G4:
@agendacaf
@anamaquiroz
@redmatriz
@govtechpl
@enrique_za
@innpulsacol
@inap_mx
@civtechglobal
@govtechhub
@gigapp

Top Mentioned in G5:
@easygov
@anurag4d
@abhish18
@amitabhk87
@rajananandan
@jaijit
@rajeevchawlaias
@amodkumar
@snjyjn
@amitegov

Top Mentioned in G6:
@codeforamerica
@joel_nantais
@govtechnews
@the_idb
@amandarenteria
@this0499154500
@opensource_orgs
@opengov
@codeforpdx
@gsacarnahan

Top Mentioned in G7:
@accelasoftware
@dk_analytics
@velosimoinc
@ucdavis
@eplansoft
@laserfiche
@minervatantoco
@awscloud
@mbuapcd
@cityofmesa

Top Mentioned in G8:
@sstaedtler98
@johnoz1900
@glinch72
@alfred_statesx
@shastagecko
@alefty123
@girl_pilled
@ic_lib
@fishyfish67
@mrantiwoke

Top Mentioned in G9:
@douglittlejr
@garnet8ltd
@mjkeegandc
@enricomolinari
@jinibabd
@twitter
@rx3584
@thatericalper
@rocksmithplus
@bestbuy

Top Mentioned in G10:
@wirtschaftnrw
@a_pinkwart
@govtechcampusde
@egovpod
@larszimmerm
@d_nrw
@fujitsupolicyde
@lgewessler
@magratheantimes
@cionrw

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@wkwkrnht
@chidambara09
@robinsnewswire
@xaelbot
@codedailybot
@crweworld
@lado_mx
@javascriptd
@cybersecurityn8

Top Tweeters in G1:
@sectest9
@chidambara09
@xaelbot
@codedailybot
@javascriptd
@cybersecurityn8
@jfsebastian146
@sudeepkhatri
@codernotesbot
@fabriciosx

Top Tweeters in G2:
@robinsnewswire
@crweworld
@lado_mx
@maybel65
@economictimes
@netsecu
@ocr_bot
@rehownet2
@thehansindiaweb
@news18dotcom

Top Tweeters in G3:
@aldoceccarelli
@bungobot1
@botfemale
@techjunkiejh
@prison_health
@vrretweeter
@segmentis
@iamdrwill
@stem_nastics
@fedelowe

Top Tweeters in G4:
@kotmruk
@ig
@rauldiazdiez
@gswierczynska
@bogota
@renfe
@botijon3
@mincomercioco
@leoesparza1969
@innpulsacol

Top Tweeters in G5:
@indianexpress
@ucloudify
@ajaykushwaha_
@mygovindia
@debjani_ghosh_
@narendramodi
@pmoindia
@nikhilkumarks
@goi_meity
@amitabhk87

Top Tweeters in G6:
@opensource_orgs
@forbes
@reutersbiz
@digiphile
@djriveraros
@dominiccampbell
@forbestech
@forbeslife
@bbcbusiness
@harvardbiz

Top Tweeters in G7:
@vladarh
@sarahebourne
@reubenecooperj1
@awscloud
@veeam
@ucdavis
@laserfiche
@mocopops
@dcdpw
@xavierlur

Top Tweeters in G8:
@debrammason1
@ram0667
@insane_voice
@barbarajdurkin
@asinister
@artyshouse
@glinch72
@chierojoseph
@sampsonramm
@jaisans

Top Tweeters in G9:
@c_coolidge
@suriyasubraman
@ajblackston
@greentechdon
@gdprai
@sec_cyber
@gdpr25thmay18
@technojeder
@cyberdfir
@beefyspace

Top Tweeters in G10:
@joergprante
@larszimmerm
@creative_nrw
@tinapannes
@bmklimaschutz
@lilithwittmann
@k21news
@ozg_lounge
@technikzukunft
@wirtschaftnrw