govtech, Twitter, 3/20/2019 3:20:39 AM, 190978


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govtech_2019-03-19_12-23-24.xlsx
govtech_2019-03-19_12-23-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 20, 2019
Short Description:
govtech via NodeXL http://bit.ly/2TXdd0t
@govtechnews
@govtechresearch
@billmew
@zackquaintance
@pubsafetytech
@jamesvgingerich
@govevolve
@facebook
@mikenelson
@smartecocity

Top hashtags:
#govtech
#ai
#civictech
#smartcities
#cybersecurity
#sxsw
#iot

Description:
Description
The graph represents a network of 3,658 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 Tuesday, 19 March 2019 at 19:24 UTC.

The requested start date was Tuesday, 19 March 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 11-day, 4-hour, 2-minute period from Thursday, 07 March 2019 at 15:43 UTC to Monday, 18 March 2019 at 19:45 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 : 3658
Unique Edges : 4605
Edges With Duplicates : 2670
Total Edges : 7275
Number of Edge Types : 3
Mentions : 5568
Tweet : 1590
Replies to : 117
Self-Loops : 1590
Reciprocated Vertex Pair Ratio : 0.0495421460436722
Reciprocated Edge Ratio : 0.094407158836689
Connected Components : 744
Single-Vertex Connected Components : 510
Maximum Vertices in a Connected Component : 1998
Maximum Edges in a Connected Component : 4980
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.055933
Graph Density : 0.000334147996614565
Modularity : 0.594207
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[39] https://www.disruptordaily.com/blockchain-use-cases-smart-cities/
[33] http://www.govtech.com/dc/Three-Factors-to-Smart-City-Security-Contributed.html
[28] http://www.govtech.com/civic/SXSW-2019-Can-Artificial-Intelligence-Spot-Stressed-Cops.html
[28] https://www.govtech.com/civic/Georgias-Controversial-Voting-Machine-Bill-Passes-Senate.html
[25] http://www.govtech.com/civic/SXSW-2019-Rural-Innovation-Is-Vital-to-Global-Progress.html
[19] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/an-inside-look-at-new-york-state-government-cybersecurity.html
[19] http://www.govtech.com/civic/SXSW-2019-Why-Smart-Cities-Need-to-Be-Inclusive-Cities.html
[18] http://www.govtech.com/social/Why-a-Social-Media-Strategy-Is-Key-to-Emergency-Management.html
[18] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-Kamala-Harris-Introduces-Tech-Bill.html
[17] http://www.govtech.com/em/preparedness/Sensors-Drones-and-Artificial-Intelligence-at-the-Forefront-at-IWCE.html

Top URLs in Tweet in G1:
[16] http://www.govtech.com/dc/Three-Factors-to-Smart-City-Security-Contributed.html
[14] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/an-inside-look-at-new-york-state-government-cybersecurity.html
[11] http://www.govtech.com/civic/SXSW-2019-Can-Artificial-Intelligence-Spot-Stressed-Cops.html
[11] http://www.govtech.com/civic/SXSW-2019-Why-Smart-Cities-Need-to-Be-Inclusive-Cities.html
[7] http://www.govtech.com/security/Finger-and-Face-Scanners-Arent-as-Secure-as-We-Think-They-Are.html
[7] http://www.govtech.com/fs/In-Upstate-New-York-the-Bitcoin-Mining-Rush-Has-Gone-Bust.html
[6] http://www.govtech.com/biz/5G-First-Responder-Lab-Reveals-First-Cohort-of-Companies.html
[6] http://www.govtech.com/civic/SXSW-2019-Rural-Innovation-Is-Vital-to-Global-Progress.html
[6] https://www.govtech.com/Portland-Maine-Makes-Two-New-Tech-and-Innovation-Hires.html
[5] http://www.govtech.com/opinion/E-Scooter-Bans-Show-Cities-Are-Hesitant-to-Embrace-Innovation.html

Top URLs in Tweet in G2:
[19] http://www.govtech.com/civic/SXSW-2019-Rural-Innovation-Is-Vital-to-Global-Progress.html
[13] http://www.govtech.com/gov-experience/Four-States-Work-Toward-a-Single-Log-In-Credential.html
[12] http://www.govtech.com/dc/SXSW-2019-Nations-Mayors-Consider-Whos-Left-Behind-Online.html
[11] http://www.govtech.com/gov-experience/Live-Government-Technologys-Coverage-of-SXSW-2019.html
[10] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-Kamala-Harris-Introduces-Tech-Bill.html
[9] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-Transparency-Group-Praises-AOC.html
[9] http://www.govtech.com/computing/SXSW-2019-State-and-Local-Gov-Tech-Programming-Guide.html
[8] http://www.govtech.com/blogs/lohrmann-on-cybersecurity/rsa-conference-2019-what-you-need-to-know.html
[8] http://www.govtech.com/civic/SXSW-2019-Can-Artificial-Intelligence-Spot-Stressed-Cops.html
[8] https://leadingcities.org/news/

Top URLs in Tweet in G4:
[7] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-Kamala-Harris-Introduces-Tech-Bill.html
[6] https://event.on24.com/eventRegistration/EventLobbyServlet?target=reg20.jsp&sourceid=45&utm_source=newsletter&utm_medium=email&utm_campaign=2019GWIQ-SDRFunnelFuel&partnerref=email_newsletter_2019GWIQ-SDRFunnelFuel&eventid=1938279&sessionid=1&key=CAF8853F3C073AD9AA601024B88BE253®Tag=&sourcepage=register
[5] https://www.wired.com/story/kamala-harris-digital-services-act-2019/
[4] http://www.govtech.com/fs/E-Scooters-Need-Stricter-Regulation-Disability-Advocates-Say.html
[4] https://thisisgovtech-access-and-accessibility.eventbrite.com
[3] http://www.govtech.com/smart-cities/Erie-Pa-Wants-to-Overlay-Security-Tech-into-Its-Smart-City.html?utm_content=86854261&utm_medium=social&utm_source=twitter&hss_channel=tw-1286999658
[2] http://www.govtech.com/dc/SXSW-2019-Mayors-and-the-Future-an-Inextricable-Bond.html
[2] https://www.codeforamerica.org/events/summit
[2] http://www.govtech.com/analytics/Urban-Social-Data-Helps-Reduce-Fire-and-Safety-Risk.html
[2] http://www.govtech.com/social/3-methods-for-meeting-government-social-media-goals.html

Top URLs in Tweet in G5:
[7] https://www.ukauthority.com/articles/techuk-calls-for-more-support-for-smes-in-govtech/
[4] https://www.ukauthority.com/articles/techuk-calls-for-more-support-for-smes-in-govtech/?utm_content=buffer80a11&utm_medium=social&utm_source=twitter.com&utm_campaign=UKALDbuffer
[4] http://qoo.ly/w4drr
[4] https://www.techuk.org/insights/opinions/item/14948-from-recurring-wheel-of-debt-and-duplication-to-building-on-value
[4] https://www.ukauthority.com/articles/techuk-calls-for-more-support-for-smes-in-govtech/?utm_content=buffere2336&utm_medium=social&utm_source=twitter&utm_campaign=HOBbuffer
[3] https://www.ukauthority.com/articles/manchester-to-build-technical-education-portal/
[3] http://qoo.ly/w4drf
[3] http://qoo.ly/vxb46
[3] New
[3] and

Top URLs in Tweet in G6:
[9] https://apolitical.co/solution_article/what-is-govtech-the-400bn-market-shaking-up-public-sector-procurement/
[7] https://www.esri.com/arcgis-blog/products/arcgis-hub/announcements/the-search-is-over-a-new-search-for-arcgis-hub-is-here/
[5] https://www.a-star.edu.sg/News-and-Events/A-STAR-INNOVATE/Index/ID/7410?utm_source=twitter&utm_medium=20190110&utm_campaign=3-epic-deep-tech-innovations-to-watch
[5] http://www.govtech.com/education/AI-in-SchoolsHeres-What-We-Need-to-Consider.html
[4] https://www.zdnet.com/article/round-4-hacker-returns-and-puts-26mil-user-records-for-sale-on-the-dark-web/
[3] https://www.smartcitiesworld.net/smart-cities-news/vancouver-police-uses-ai-to-prevent-crime-3904
[3] https://community.esri.com/people/GvanMaren-esristaff/blog/2019/02/06/beta-release-of-3d-flood-impact-solution#.XGG1_9JuKCo.twitter
[3] http://www.govtech.com/security/Hackers-Shut-Down-Mass-Public-Defender-System-for-Weeks.html
[3] https://lnkd.in/eXH9JwK
[3] https://brasilpaisdigital.com.br/big-data-e-para-gente-grande/

Top URLs in Tweet in G7:
[6] https://govtechprogram.dk/
[3] https://www.public.io/what-is-edtech/
[3] https://sifted.eu/articles/govtech-accelerators-launch-across-europe-edward-elliot/
[3] https://tictec.mysociety.org/2019/schedule
[2] https://www.tech-talks.co.uk/podcasts/edward-elliott
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fonezero.medium.com%2Fcan-govtech-save-the-government-and-tech-f7890801293c
[1] https://us16.list-manage.com/subscribe?u=7e3a7e0c3140fa8f6da138fb3&id=194453b177
[1] https://view.publitas.com/public-1/the-european-govtech-150-the-startups-driving-europes-govtech-revolution/page/1
[1] https://publicprocurement.typeform.com/to/gUwhVD
[1] https://twitter.com/NHSX/status/1107584645837795328

Top URLs in Tweet in G8:
[3] https://swisscognitive.ch/2019/03/08/ai-has-become-a-key-contributing-factor-in-the-renewable-energy-sector/
[3] https://swisscognitive.ch/2019/03/10/abu-dhabi-startup-is-using-ai-to-transform-how-kids-learn/
[2] https://swisscognitive.ch/2019/03/14/making-a-path-to-ethical-socially-beneficial-artificial-intelligence-2/
[1] https://swisscognitive.ch/2019/03/17/tag-artificial-intelligence-based-security-market-driver/

Top URLs in Tweet in G9:
[8] http://www.govtech.com/em/preparedness/Sensors-Drones-and-Artificial-Intelligence-at-the-Forefront-at-IWCE.html
[8] https://impossible.aero/
[5] http://www.govtech.com/em/disaster/Oroville-Dam-Trump-Administration-Denies-California-Repair-Funds.html
[5] http://www.govtech.com/em/disaster/EDITORIAL-Lessons-From-Deepwater-Horizon-Disaster-Still-Resonate.html
[5] http://www.govtech.com/em/preparedness/Destruction-from-Sea-Level-Rise-in-California-Could-Exceed-Worst-Wildfires-and-Earthquakes.html
[3] http://www.govtech.com/em/preparedness/Future-Proofing-911-Communications-with-a-Cloud-Native-System.html
[2] http://www.govtech.com/em/disaster/Hope-Grows-Amid-the-Ashes-of-Paradise-for-These-Survivors-.html
[2] http://www.govtech.com/em/disaster/Final-Pass-for-Hurricane-Michael-Debris-Pickup-in-Florida-Counties-Begins.html
[2] http://www.govtech.com/em/preparedness/FEMA-Ppproves-35-Million-in-Storm-Shelter-Grants-for-Area-Districts.html
[2] http://www.govtech.com/em/preparedness/Recruiting-Retaining-a-Big-Hurdle.html

Top URLs in Tweet in G10:
[39] https://www.disruptordaily.com/blockchain-use-cases-smart-cities/
[4] https://public.tableau.com/en-us/s/gallery/which-european-countries-have-most-advanced-digital-economies
[3] https://www.govtech.com/fs/infrastructure/5G-Can-Enable-Smart-Cities-If-Policymakers-Allow-It.html
[3] http://www.govtech.com/smart-cities/Erie-Pa-Wants-to-Overlay-Security-Tech-into-Its-Smart-City.html?utm_content=buffer47009&utm_medium=social&utm_source=twitter&utm_campaign=buffer
[3] http://www.govtech.com/civic/SXSW-2019-Why-Smart-Cities-Need-to-Be-Inclusive-Cities.html
[3] https://zurl.co/n8lqy
[2] http://www.govtech.com/smart-cities/Erie-Pa-Wants-to-Overlay-Security-Tech-into-Its-Smart-City.html?utm_content=86505844&utm_medium=social&utm_source=twitter&hss_channel=tw-1485441031
[1] http://www.govtech.com/dc/Three-Factors-to-Smart-City-Security-Contributed.html?utm_content=86893994&utm_medium=social&utm_source=twitter&hss_channel=tw-3307193166
[1] https://www.liveearth.com/industry-solutions/smart-connected/?utm_content=86893994&utm_medium=social&utm_source=twitter&hss_channel=tw-3307193166
[1] https://lnkd.in/esrzQCc

Top Domains
Top Domains in Tweet in Entire Graph:
[1536] govtech.com
[226] qoo.ly
[123] lnkd.in
[122] twitter.com
[92] govevents.com
[81] medium.com
[49] ukauthority.com
[42] dy.si
[40] publictechnology.net
[39] disruptordaily.com

Top Domains in Tweet in G1:
[474] govtech.com
[61] lnkd.in
[22] dlvr.it
[21] twitter.com
[13] okt.to
[10] medium.com
[10] dy.si
[5] twi.li
[4] iadb.org
[4] instagram.com

Top Domains in Tweet in G2:
[463] govtech.com
[15] lnkd.in
[14] twitter.com
[12] dy.si
[8] leadingcities.org
[7] bit.ly
[5] fedscoop.com
[4] u.group
[3] ow.ly
[3] eventbrite.com

Top Domains in Tweet in G4:
[32] govtech.com
[8] twitter.com
[6] wired.com
[6] on24.com
[5] eventbrite.com
[4] okt.to
[2] medium.com
[2] codeforamerica.org
[1] kelo.com
[1] ktxs.com

Top Domains in Tweet in G5:
[226] qoo.ly
[48] ukauthority.com
[40] publictechnology.net
[8] techuk.org
[8] govtech.com
[5] twitter.com
[5] outsystems.com
[3] diginomica.com
[3] co.uk
[2] tweetedtimes.com

Top Domains in Tweet in G6:
[28] govtech.com
[15] lnkd.in
[12] apolitical.co
[11] com.br
[10] esri.com
[7] twitter.com
[5] zdnet.com
[5] edu.sg
[3] smartcitiesworld.net
[3] bloomberg.com

Top Domains in Tweet in G7:
[10] twitter.com
[7] govtechprogram.dk
[5] public.io
[5] mysociety.org
[4] sifted.eu
[3] co.uk
[3] altinget.dk
[2] pipedrivewebforms.com
[2] medium.com
[1] list-manage.com

Top Domains in Tweet in G8:
[9] swisscognitive.ch

Top Domains in Tweet in G9:
[100] govtech.com
[13] lnkd.in
[8] impossible.aero
[1] aeris.com
[1] unmanned-aerial.com
[1] airmedandrescue.com
[1] snip.ly

Top Domains in Tweet in G10:
[39] disruptordaily.com
[15] govtech.com
[4] tableau.com
[3] lnkd.in
[3] zurl.co
[1] liveearth.com
[1] raconteur.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2089] govtech
[305] ai
[176] civictech
[168] smartcities
[161] cybersecurity
[136] sxsw
[131] iot
[123] digitaltransformation
[113] localgov
[111] smartcity



Top Hashtags in Tweet in G1:
[107] govtech
[20] sxsw
[19] ai
[17] cybersecurity
[15] tech
[14] technology
[14] vr
[13] government
[13] ar
[12] security

Top Hashtags in Tweet in G2:
[362] govtech
[79] sxsw
[75] sxsw2019
[56] localgov
[32] futurestructure
[29] civictech
[23] publicsafety
[22] stateandlocal
[22] innovation
[20] security

Top Hashtags in Tweet in G3:
[68] สร้างชาติ
[1] ประชาธิปัตย์
[1] govtech
[1] เวทีสภาอุตสาหกรรม
[1] พรรคประชาธิปัตย์
[1] แก้จนสร้างคนสร้างชาติ
[1] เลือกตั้ง62
[1] pk

Top Hashtags in Tweet in G4:
[88] govtech
[34] civictech
[16] thisisgovtech
[9] localgov
[8] sxsw
[7] seeclickfix
[7] govcon
[5] potholes
[4] sxsw2019
[4] cfasummit

Top Hashtags in Tweet in G5:
[342] govtech
[55] ukgovtech
[43] security
[13] cyber
[11] smes
[11] cloud
[10] digital
[8] digitaltransformation
[8] internationalwomensday
[7] ai

Top Hashtags in Tweet in G6:
[118] govtech
[59] cybersecurity
[49] fintech
[43] healthtech
[43] legaltech
[38] bugbounty
[34] gis
[34] gdpr
[26] ciso
[22] arcgis

Top Hashtags in Tweet in G7:
[63] govtech
[15] civictech
[14] govstart
[11] edtech
[11] startup
[7] voiesdelacyber
[7] sdmagazine
[7] tictec
[6] podcast
[6] startups

Top Hashtags in Tweet in G8:
[124] govtech
[88] ai
[88] dl
[78] cto
[69] edutech
[51] research
[46] healthtech
[46] solutions
[42] start_up
[27] consulting

Top Hashtags in Tweet in G9:
[14] iaem
[13] drones
[13] nema
[12] govtech
[12] fema
[12] disasters
[11] ai
[11] publicsafety
[11] dhs
[10] emergencymanagement

Top Hashtags in Tweet in G10:
[50] digitaltransformation
[41] smartcities
[41] iot
[40] blockchain
[14] govtech
[12] 4org
[11] innovation
[10] data
[10] orgdev
[9] leadership

Top Words
Top Words in Tweet in Entire Graph:
[3252] Words in Sentiment List#1: Positive
[1397] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[96012] Non-categorized Words
[100661] Total Words
[2518] govtech
[687] government
[490] new
[466] tech
[458] technology

Top Words in Tweet in G1:
[158] govtech
[138] government
[123] technology
[103] tech
[103] sxsw
[100] 2019
[98] new
[64] security
[61] s
[60] smart

Top Words in Tweet in G2:
[377] govtech
[319] govtechnews
[179] sxsw
[111] 2019
[105] new
[104] tech
[91] s
[88] state
[85] government
[81] sxsw2019

Top Words in Tweet in G3:
[344] สร
[257] างชาต
[176] างคน
[170] ร
[142] ใช
[91] govtech
[90] แก
[89] มาก
[88] นโยบาย
[88] ปชป

Top Words in Tweet in G4:
[101] govtech
[34] civictech
[34] tech
[29] government
[25] codeforamerica
[25] govtechnews
[23] digital
[21] sorenspicknall
[20] webinar
[19] end

Top Words in Tweet in G5:
[382] govtech
[129] ukauthority
[73] government
[73] security
[67] digital
[61] nextgov
[58] news
[57] more
[55] ukgovtech
[55] community

Top Words in Tweet in G6:
[119] govtech
[63] cybersecurity
[49] fintech
[43] healthtech
[43] legaltech
[41] douglittlejr
[38] bugbounty
[34] gdpr
[31] gis
[31] arcgis

Top Words in Tweet in G7:
[99] govtech
[42] public
[41] et
[26] public_team
[25] les
[24] government
[23] programme
[22] pour
[22] public_france
[21] à

Top Words in Tweet in G8:
[124] govtech
[97] ai
[88] dl
[78] cto
[69] edutech
[58] swisscognitive
[51] research
[46] dalithsteiger
[46] become
[46] key

Top Words in Tweet in G9:
[35] emergencymgtmag
[21] eric_holdeman
[21] drones
[15] fema
[15] disasters
[15] iaem
[14] those
[13] california
[13] booth
[13] nema

Top Words in Tweet in G10:
[50] digitaltransformation
[41] smartcities
[41] iot
[40] blockchain
[39] 12
[39] use
[39] cases
[39] disruptordaily
[38] smartcityexpo
[38] g

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[260] สร,างชาต
[228] sxsw,2019
[178] างคน,สร
[160] government,technology
[139] artificial,intelligence
[129] govtech,ukauthority
[107] smart,city
[97] gt,gt
[94] smart,cities
[89] state,local

Top Word Pairs in Tweet in G1:
[84] sxsw,2019
[80] government,technology
[36] smart,city
[33] new,york
[22] artificial,intelligence
[19] factors,smart
[18] york,state
[18] three,factors
[18] city,security
[18] state,government

Top Word Pairs in Tweet in G2:
[61] sxsw,2019
[54] state,local
[39] govtechnews,sxsw
[38] u,s
[30] localgov,govtech
[30] govtech,sxsw2019
[29] digital,equity
[28] check,out
[25] local,government
[20] futurestructure,govtech

Top Word Pairs in Tweet in G3:
[256] สร,างชาต
[176] างคน,สร
[88] นโยบาย,ปชป
[88] ปชป,แตกจาก
[88] แตกจาก,main
[88] main,idea
[88] idea,ได
[88] ได,งดงามมาก
[88] งดงามมาก,แก
[88] แก,จน

Top Word Pairs in Tweet in G4:
[16] broken,govtech
[15] gather,round
[15] round,children
[15] children,share
[15] share,timeless
[15] timeless,tale
[15] tale,fundamentally
[15] fundamentally,broken
[15] govtech,end
[15] end,2018

Top Word Pairs in Tweet in G5:
[129] govtech,ukauthority
[57] govtech,nextgov
[55] ukgovtech,community
[55] community,news
[40] govtech,publictech
[33] govtech,security
[25] smes,govtech
[21] techuk,calls
[21] calls,more
[21] more,support

Top Word Pairs in Tweet in G6:
[29] cybersecurity,fintech
[25] douglittlejr,cybersecurity
[21] fintech,legaltech
[18] gdpr,healthtech
[18] bugbounty,ciso
[17] legaltech,govtech
[16] cio,cto
[16] dataprotection,gdpr
[15] govtech,bugbounty
[15] ciso,dataprotection

Top Word Pairs in Tweet in G7:
[12] danish,government
[11] public,services
[10] user,friendly
[10] programme,govstart
[9] government,s
[9] digital,summit
[9] les,startup
[8] check,out
[8] govstart,accompagne
[8] accompagne,les

Top Word Pairs in Tweet in G8:
[69] edutech,govtech
[46] ai,become
[46] become,key
[46] key,contributing
[46] contributing,factor
[46] factor,renewable
[46] renewable,energy
[46] energy,sector
[46] sector,dl
[46] dl,govtech

Top Word Pairs in Tweet in G9:
[12] booth,407
[8] sensors,drones
[8] drones,artificial
[8] artificial,intelligence
[8] intelligence,forefront
[8] forefront,iwce
[8] iwce,ai
[8] ai,drones
[8] drones,iwce2019
[8] iaem,nema

Top Word Pairs in Tweet in G10:
[39] blockchain,smartcities
[39] smartcities,12
[39] 12,use
[39] use,cases
[39] cases,disruptordaily
[39] disruptordaily,digitaltransformation
[39] digitaltransformation,iot
[38] smartcityexpo,blockchain
[38] iot,g
[17] smart,cities

Top Replied-To
Top Replied-To in Entire Graph:
@govtechnews
@techuk
@deltek
@diffeo
@equalandallied1
@smartcitiesdive
@noneck
@deptofdefense
@joe_morris
@illinoisdoit

Top Replied-To in G1:
@quest
@puutwallet

Top Replied-To in G2:
@govtechnews
@joe_morris
@deptofdefense
@illinoisdoit
@cdwcorp
@getproudcity
@washingtonlife
@nsagov
@oigathhs
@civicio1

Top Replied-To in G3:
@greentea_pt

Top Replied-To in G4:
@deltek
@citysiouxfalls
@joshgeballe
@kochakian
@stuart_wood
@aelkus
@kamalaharris
@obsessivejourno
@digeplan
@govtechnews

Top Replied-To in G5:
@techuk

Top Replied-To in G6:
@carolforden
@ciscosecurity

Top Replied-To in G7:
@erhvervs_min
@danielkorski
@govtechresearch

Top Replied-To in G9:
@rapiddeploy
@govtechnews

Top Replied-To in G10:
@josephschember

Top Mentioned
Top Mentioned in Entire Graph:
@govtechnews
@ukauthority
@healinggirlth
@korndemocrat
@nextgov
@swisscognitive
@madana_hq
@billmew
@dalithsteiger
@zackquaintance

Top Mentioned in G1:
@lidarmonkey
@digitaloohnews
@eagle_drones_us
@thinkers360
@mythics
@peoplemovers
@hitechgrounds

Top Mentioned in G2:
@govtechnews
@zackquaintance
@sxsw
@cisagov
@obsessivejourno
@dustinhaisler
@cityportland
@cisamanfra
@anneschwieger
@erepublic

Top Mentioned in G3:
@healinggirlth
@korndemocrat
@pimnara_pk
@fo_abhisit
@gozmee_333
@actions34
@greentea_pt

Top Mentioned in G4:
@codeforamerica
@govtechnews
@sorenspicknall
@seamlessdocs
@civicmakers
@kamalaharris
@luminategroup
@brianpurchia
@govtechfund
@govwin

Top Mentioned in G5:
@ukauthority
@nextgov
@billmew
@publictech
@govinfosecurity
@mew_era
@techuk
@diginomica
@govtechcloud
@govtechleaders

Top Mentioned in G6:
@douglittlejr
@spatialace
@gis_bandit
@centerdigitaled
@govtechnews
@apoliticalco
@esri
@arcgishub
@lochoffs
@mappingsupport

Top Mentioned in G7:
@public_team
@public_france
@eddelliott
@public_denmark
@danielkorski
@tech__talks
@heinkiann
@matrixdotorg
@thieulin
@cnnum

Top Mentioned in G8:
@swisscognitive
@dalithsteiger
@andy_fitze

Top Mentioned in G9:
@emergencymgtmag
@eric_holdeman
@calchiefs
@iw
@govtechnews
@rapiddeploy
@funds4disaster
@dellemcslg
@impossibleaero
@pimaarizona

Top Mentioned in G10:
@disruptordaily
@smartcityexpo
@4orgexcellence
@sjrotter
@roblemvr
@josephschember
@antgrasso
@evankirstel
@diioannid
@telecomhall

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@pandoraskids
@jude_mugabi
@evankirstel
@john1966olsen
@startupnws
@concourstwittos
@ottlegalrebels
@strategicpolicy

Top Tweeters in G1:
@schestowitz
@billnigh
@rvp
@deesbarbara
@blubdha
@nishant_shastry
@unsteadyeddie
@thelawmap
@sec_cyber
@coinlook

Top Tweeters in G2:
@startupnws
@celestemc
@dcarsoncpa_nyc
@faisalshaikh113
@overlordtha
@redskin_girlnm
@socialchangeaus
@mikestrattonnet
@tyrgr
@careersingov

Top Tweeters in G3:
@greentea_pt
@jiwjit3376
@conandroid
@jelejello
@bkk001
@iprincess1993
@chin115
@political_drama
@teeradets
@dtppowerplant

Top Tweeters in G4:
@sacbee_news
@owenblacker
@alramirezusa
@farmersonfilm
@633nm
@seaofchangefilm
@ca_dmv
@carolinefan
@lenny_mendonca
@belgravecommnhw

Top Tweeters in G5:
@jornalistavitor
@cybertaters
@andrewmorrisuk
@michelledh
@drferdowsi
@texthelaw
@melissa39b
@vcloud_storage
@google
@kevin_jackson

Top Tweeters in G6:
@sectest9
@channelnewsasia
@yamatho2
@cityofjoburgza
@carolforden
@santchiweb
@toluogunlesi
@spirosmargaris
@wef
@ilonakickbusch

Top Tweeters in G7:
@lesechos
@rldi_lamy
@careersingrowth
@iamstartacus
@brenabolivier
@ukdigitaljobsuk
@mynaedu
@nextinpact
@siliconvikings
@andre0ani

Top Tweeters in G8:
@saukel
@dukdaffe
@parvez1
@merckxcycling
@fmfrancoise
@llpot
@whoishabyb
@brianscififan
@ujgndrv5nzy9rni
@samadovaabditch

Top Tweeters in G9:
@riskalert
@att
@dcarsoncpa_mfc
@emweeklyrpt
@dcarsoncpafnrsk
@caldisasters
@theagu
@businesscontin4
@ijefff
@cartooninperson

Top Tweeters in G10:
@evankirstel
@zimei_no_ri
@rickking16
@jblefevre60
@markmichaeldom
@1malachid
@bimcaeicepick
@danielnewmanuv
@kirkdborne
@roshaundadgreen