govtech, Twitter, 10/2/2018 10:00:16 PM, 170011


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govtech_2018-10-02_12-30-33.xlsx
govtech_2018-10-02_12-30-33.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 02, 2018
Short Description:
govtech via NodeXL http://bit.ly/2NWK8jL
@govtechnews
@billmew
@sommetgovtech
@public_team
@77ccampbell
@emergencymgtmag
@betanyc
@codeforamerica
@lochoffs
@evankirstel

Top hashtags:
#govtech
#civictech
#cybersecurity
#data
#ai
#government
#cloud

Description:
Description
The graph represents a network of 3,455 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, 02 October 2018 at 19:31 UTC.

The requested start date was Tuesday, 02 October 2018 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 12-day, 4-hour, 17-minute period from Wednesday, 19 September 2018 at 19:43 UTC to Tuesday, 02 October 2018 at 00:00 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 : 3455
Unique Edges : 4642
Edges With Duplicates : 3033
Total Edges : 7675
Number of Edge Types : 3
Mentions : 5972
Tweet : 1649
Replies to : 54
Self-Loops : 1649
Reciprocated Vertex Pair Ratio : 0.0544452101998622
Reciprocated Edge Ratio : 0.103267973856209
Connected Components : 723
Single-Vertex Connected Components : 506
Maximum Vertices in a Connected Component : 2056
Maximum Edges in a Connected Component : 5572
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.385983
Graph Density : 0.000384629243386514
Modularity : 0.554063
NodeXL Version : 1.0.1.404

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[32] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-New-York-City-Releases-Its-Annual-Data-Report.html
[29] http://www.govtech.com/applications/Two-Bills-Before-California-Governor-Would-Tighten-Security-Privacy-of-IoT-Devices.html
[28] http://www.govtech.com/em/preparedness/States-Arent-Spending-Enough-on-Mitigation-Before-Disasters-Occur.html
[27] http://www.govtech.com/data/Partnership-Hopes-to-Streamline-Smart-City-Data-Sharing-Between-Cities-Industry.html
[26] http://www.govtech.com/computing/Massachusetts-Auditor-Faults-State-IoT-Adoption-Practices.html
[23] http://www.govtech.com/blogs/lohrmann-on-cybersecurity/missouri-ciso-michael-roling-leaves-a-legacy-of-excellence-in-government-cybersecurity-leadership.html
[23] http://www.govtech.com/fs/infrastructure/Knight-Foundation-to-Invest-Millions-in-Community-AV-Projects.html
[22] http://www.govtech.com/computing/Anti-Bias-Toolkit-Offers-Government-a-Closer-Look-at-Automated-Decision-Making.html
[21] http://www.govtech.com/em/preparedness/Carolinians-Under-Water-Whats-Your-Flood-Risk.html
[21] http://www.govtech.com/applications/How-Cities-Can-Realistically-Use-AR-and-VR.html

Top URLs in Tweet in G1:
[15] http://www.govtech.com/applications/Two-Bills-Before-California-Governor-Would-Tighten-Security-Privacy-of-IoT-Devices.html
[12] http://www.govtech.com/em/preparedness/States-Arent-Spending-Enough-on-Mitigation-Before-Disasters-Occur.html
[9] http://www.govtech.com/blogs/lohrmann-on-cybersecurity/missouri-ciso-michael-roling-leaves-a-legacy-of-excellence-in-government-cybersecurity-leadership.html
[9] http://www.govtech.com/people/Former-San-Francisco-Chief-Data-Officer-Joins-Cybersecurity-Company.html
[9] http://www.govtech.com/security/Despite-Mounting-Threats-Cybersecurity-Spending-Is-Low-Among-Candidates.html
[8] http://www.govtech.com/budget-finance/To-Pay-or-Not-to-Pay-Ransomware-Demands-Can-Be-Less-Costly-than-Mitigation.html
[7] http://www.govtech.com/products/Dedicated-Smart-City-Lab-to-Open-Near-Denver.html
[7] http://www.govtech.com/education/higher-ed/New-Project-Aims-to-Use-Artificial-Intelligence-to-Enhance-Teacher-Training.html
[6] http://www.govtech.com/education/k-12/Sometimes-The-Best-Edtech-PD-Isnt-About-Tech-At-All.html
[6] http://www.govtech.com/computing/Massachusetts-Auditor-Faults-State-IoT-Adoption-Practices.html

Top URLs in Tweet in G2:
[17] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-Local-Gov-Leaders-Criticize-FCCs-Small-Cell-Order.html
[16] http://www.govtech.com/computing/Anti-Bias-Toolkit-Offers-Government-a-Closer-Look-at-Automated-Decision-Making.html
[15] http://www.govtech.com/civic/Whats-New-in-Civic-Tech-New-York-City-Releases-Its-Annual-Data-Report.html
[14] http://www.govtech.com/civic/NYUs-GovLab-CrowdLaw-Manifesto-Aims-to-Boost-Public-Participation-in-Government.html
[12] http://www.govtech.com/data/Partnership-Hopes-to-Streamline-Smart-City-Data-Sharing-Between-Cities-Industry.html
[12] http://www.govtech.com/em/preparedness/Is-a-Lack-of-Institutional-Knowledge-Plaguing-Emergency-Management.html
[11] http://www.govtech.com/em/preparedness/States-Arent-Spending-Enough-on-Mitigation-Before-Disasters-Occur.html
[10] http://www.govtech.com/civic/Sunlight-Foundation-Launches-New-Open-Data-Policy-Hub.html
[10] http://www.govtech.com/public-safety/Potter-County-Texas-Signs-on-to-FirstNet.html
[9] http://www.govtech.com/people/Long-Serving-CISO-Michael-Roling-to-Leave-State-Government.html

Top URLs in Tweet in G3:
[15] http://www.govtech.com/computing/Massachusetts-Auditor-Faults-State-IoT-Adoption-Practices.html
[13] http://www.public.io/barcelonas-top-10-govtech-startups/
[9] https://govtechsummit.eu/
[9] https://twitter.com/SommetGovTech/status/1044247638173003781
[8] https://www.bpifrance.fr/A-la-une/Evenements/Sommet-des-GovTech-inscrivez-vous-!-42555
[6] http://snip.ly/qvvuaa/
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=169182
[6] https://twitter.com/futuregov/status/1044513321955872769
[5] https://govtechsummit.eu/#register
[5] https://twitter.com/SommetGovTech/status/1044501793600942080

Top URLs in Tweet in G4:
[11] https://accela.maps.arcgis.com/apps/opsdashboard/index.html#/8cf70ff580494e14953a16daafb3f73a
[8] http://www.govtech.com/em/preparedness/Carolinians-Under-Water-Whats-Your-Flood-Risk.html
[6] https://www.epa.gov/web-policies-and-procedures/story-maps-guidance
[5] http://geoawesomeness.com/hurricane-season-geospatial-technologys-role-in-disaster-preparation-response-and-recovery/
[5] http://www.govtech.com/em/preparedness/FEMA-Authorities-Say-Watch-for-Scams.html
[5] http://www.govtech.com/em/disaster/How-to-Stay-Safe-Around-Polluted-Floodwaters-Beaches.html
[4] https://www.govloop.com/community/blog/roadmap-success-best-practices/
[4] https://go.govloop.com/go-real-time-GIS.html?adbsc=social2538361&adbid=1041784369361248256&adbpl=tw&adbpr=138898818
[4] https://thecitybase.com/a-better-approach-to-govtech-implementation/?utm_campaign=Blog%20outreach&utm_content=77387491&utm_medium=social&utm_source=twitter
[3] http://www.governing.com/topics/transportation-infrastructure/gov-workers-telework-public-transportation-commute.html?AMP

Top URLs in Tweet in G5:
[11] https://www.barnesandnoble.com/w/firestarters-raoul-davis-jr/1125454384
[10] https://www.forbes.com/sites/jessicalutz/2018/01/31/the-science-of-success-how-to-become-a-firestarter/amp/
[6] http://www.govtech.com/local/SF-Launches-SFWiFi-in-32-Public-Spaces.html
[5] https://www.amazon.com/Firestarters-Innovators-Instigators-Initiators-Inspire/dp/1633883477/ref=sr_1_1?ie=UTF8&qid=1508801547&sr=8-1&keywords=palokoff
[5] https://www.linkedin.com/pulse/eight-emerging-technologies-consider-now-mike-quindazzi/?utm_content=buffer5e01b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.meetup.com/Midwest-GovTech-Meetup/events/255037644/
[4] https://www.intervc.com/
[4] http://www.africaitexpo.ma/inscription/?utm_source=Linkedin_sponsored_post&utm_medium=Linkedin_post1&utm_campaign=Aitex
[4] http://www.govtech.com/fs/transportation/Just-Around-the-Corner-or-Years-Out-Experts-Tackle-the-Ambiguous-Future-of-AVs.html
[3] https://www.nextplatform.com/2018/09/20/quantum-computers-are-the-future-nukes-of-the-it-world/

Top URLs in Tweet in G6:
[5] https://cap-collectif.com/2018/09/28/montreal-a-lere-des-gouvernements-de-proximite/
[3] https://www.ouest-france.fr/bretagne/rennes-35000/insolite-rennes-en-ville-un-jardin-s-est-installe-sur-la-riviere-5980622
[2] http://www.lemans.fr/actualites/details/news/deja-plus-de-1-000-votes-pour-le-budget-participatif/
[2] https://www.evasionfm.com/actualite-38007-neuf-projets-retenus-pour-le-budget-participatif-a-magny-le-hongre.html
[2] http://www.govtech.com/applications/Digital-Literacy-Is-at-the-Heart-of-a-Thriving-Smart-City.html
[2] http://www.govtech.com/fs/infrastructure/Knight-Foundation-to-Invest-Millions-in-Community-AV-Projects.html
[1] https://govtechsummit.eu
[1] https://www.lemainelibre.fr/actualite/le-mans-budget-participatif-les-votes-jusqu-au-15-octobre-19-09-2018-229251
[1] https://www.lejdd.fr/politique/paris-se-transforme-chaque-jour-en-une-ville-plus-innovante-plus-vivante-et-plus-democratique-3760202
[1] https://www.acteurspublics.com/2018/09/26/la-participation-citoyenne-cherche-sa-voie-2-6

Top URLs in Tweet in G7:
[18] http://www.businessdurham.co.uk/innovation-in-county-durham/govtech-challenge
[8] https://www.eventbrite.co.uk/e/govtech-challenge-applicants-briefing-event-tickets-49040889621
[5] https://eventpilot.evolutive.co.uk/eventDetails.aspx?siteId=323&eventNo=121444
[4] https://www.gov.uk/government/news/improving-local-services-with-data-apply-for-contracts
[3] https://digileaders.com/events/?utm_source=Twitter&utm_medium=Generic_Promo&utm_campaign=Comms&utm_content=Events_Page
[2] https://gds.blog.gov.uk/2018/09/06/second-round-of-govtech-catalyst-challenges-revealed/
[2] https://digileaders.com/events/govtech-meetup-connecting-innovation/?utm_source=Twitter&utm_medium=Event_Promo&utm_campaign=Comms&utm_content=GovTech_Meetup_18Oct
[2] https://ukcloud.com/hub/news/ukcloud-unveils-new-solutions-for-making-transformation-happen-across-uk-public-sector/
[1] https://www.businessdurham.co.uk/innovation-in-county-durham/govtech-challenge
[1] https://digileaders.com/events/govtech-meetup-connecting-innovation/

Top URLs in Tweet in G8:
[3] https://e27.co/singapores-govtech-building-robust-public-e-services-ecosystem-20180918/
[2] https://www.weforum.org/whitepapers/agile-cities-preparing-for-the-fourth-industrial-revolution/
[2] https://statetechmagazine.com/article/2018/09/how-digitalization-creates-more-citizen-centric-cities
[2] http://trib.al/IBrFEic
[2] http://www.govtech.com/fs/infrastructure/Navigation-Beacon-Collaboration-Pays-Off-in-Chicago.html
[2] https://www.techinasia.com/talk/ama-parimal-aswani-govtech
[2] https://www.youtube.com/watch?v=AMrI3vPOzhU

[1] https://po.st/scms/OrMCe04Lcp0lOFmbYkI_U_XzR5waizKdvQ4gCV8Lcp0/N9A9il
[1] https://govtechstack.sg/
[1] https://www.straitstimes.com/business/new-trading-platform-to-digitalise-paper-based-trade-processes-grow-trade-opportunities

Top URLs in Tweet in G9:
[15] https://www.govevents.com/DellEMC-Digital-Oct3-SM/
[14] https://www.govevents.com/USGIF-TechShowWest2018-SM/
[8] https://www.govevents.com/DellEMC-CDM-SM/
[7] https://www.govevents.com/Confluent-Oct9-SM/
[7] https://www.govevents.com/CXOTech-CyberOct4-SM/
[5] https://www.govevents.com/AccessIntel-CyberSat-SM/
[5] https://www.govevents.com/Microfocus-Branding-Whitepaper-SM/
[4] https://www.govevents.com/Carah-Pivotal-SpringOne-SM/
[4] https://www.govevents.com/SafeNet-ATOct11-SM/
[4] http://www.eweek.com/ebooks/244095210/95980/28004810/233542/000?qset=CONTEXT_STEP1&mcss=y

Top URLs in Tweet in G10:
[2] https://fcw.com/articles/2018/09/18/what-federal-automation-looks-like.aspx
[2] https://cms.generalcode.com/city-of-rochester/
[2] https://cms.generalcode.com/franklin-county-hr-dept/
[2] https://news.crunchbase.com/news/the-white-house-startup-led-by-matt-cutts-is-changing-government-one-fire-at-a-time/
[2] http://cm.crunchbase.com/awbj
[2] http://www.govtech.com/computing/2018-Best-of-California-Awards.html
[2] http://www.govtech.com/cdg/best-of-california/Best-of-California-Awards-2018--Winners-Announced.html
[1] https://www.cio.com/article/3307125/government/pentagon-cios-struggle-with-legacy-tech-security-sound-familiar.html
[1] https://cms.generalcode.com/framingham-ma/
[1] https://cms.generalcode.com/city-of-roseburg-or/

Top Domains
Top Domains in Tweet in Entire Graph:
[1667] govtech.com
[111] twitter.com
[110] lnkd.in
[85] govevents.com
[77] google.com
[75] publictechnology.net
[63] qoo.ly
[58] co.uk
[42] ukauthority.com
[41] snip.ly

Top Domains in Tweet in G1:
[429] govtech.com
[68] lnkd.in
[43] google.com
[13] twitter.com
[11] dy.si
[9] dlvr.it
[8] govtechleaders.com
[5] facebook.com
[5] gov.uk
[4] e27.co

Top Domains in Tweet in G2:
[646] govtech.com
[26] lnkd.in
[19] dy.si
[14] statescoop.com
[7] bit.ly
[7] viewpointcloud.com
[7] periscopeholdings.com
[4] twitter.com
[4] nascio.org
[3] michigan.gov

Top Domains in Tweet in G3:
[56] qoo.ly
[51] govtech.com
[35] twitter.com
[32] publictechnology.net
[18] public.io
[18] govtechsummit.eu
[11] medium.com
[10] co.uk
[9] snip.ly
[8] bpifrance.fr

Top Domains in Tweet in G4:
[37] govtech.com
[18] arcgis.com
[8] govloop.com
[6] epa.gov
[5] esri.com
[5] geoawesomeness.com
[4] thecitybase.com
[4] twitter.com
[3] governing.com
[3] brookings.edu

Top Domains in Tweet in G5:
[18] govtech.com
[12] barnesandnoble.com
[10] forbes.com
[7] twitter.com
[6] nextgov.com
[5] amazon.com
[5] africaitexpo.ma
[5] linkedin.com
[4] meetup.com
[4] intervc.com

Top Domains in Tweet in G6:
[6] govtech.com
[5] cap-collectif.com
[3] ouest-france.fr
[2] lemans.fr
[2] evasionfm.com
[1] govtechsummit.eu
[1] lemainelibre.fr
[1] lejdd.fr
[1] acteurspublics.com

Top Domains in Tweet in G7:
[34] co.uk
[9] ukcloud.com
[7] digileaders.com
[6] gov.uk
[1] activehosted.com
[1] eventbrite.com
[1] twitter.com

Top Domains in Tweet in G8:
[4] e27.co
[3] techinasia.com
[3] youtube.com
[2] po.st
[2] weforum.org
[2] govtechstack.sg
[2] statetechmagazine.com
[2] trib.al
[2] govtech.com
[2] bitcoinist.com

Top Domains in Tweet in G9:
[85] govevents.com
[6] govtech.com
[4] eweek.com
[2] radian6.com
[2] twitter.com
[1] rubrik.com
[1] govmatters.tv
[1] basicgov.com

Top Domains in Tweet in G10:
[10] govtech.com
[10] lnkd.in
[9] generalcode.com
[5] laserfiche.com
[4] crunchbase.com
[3] gcn.com
[3] meritalk.com
[2] fcw.com
[2] fbi.gov
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1792] govtech
[208] civictech
[157] cybersecurity
[155] data
[145] ai
[144] government
[131] cloud
[117] digitaltransformation
[109] ukgovtech
[106] innovation



Top Hashtags in Tweet in G1:
[96] govtech
[31] cybersecurity
[13] ai
[12] smartcities
[11] iot
[10] technology
[10] smartcity
[10] blockchain
[8] government
[7] civictech

Top Hashtags in Tweet in G2:
[362] govtech
[50] data
[48] security
[42] cybersecurity
[40] civictech
[38] futurestructure
[34] iaem
[31] fema
[28] localgov
[28] nema

Top Hashtags in Tweet in G3:
[295] govtech
[68] govtechsummit
[40] civictech
[26] cloud
[26] security
[25] ai
[20] betabagels
[19] microchip
[19] implant
[18] cybersecurity

Top Hashtags in Tweet in G4:
[78] govtech
[49] arcgis
[36] gis
[27] esri
[23] dashboard
[22] preppers
[22] survival
[20] opsdashboard
[20] camping
[19] hurricane

Top Hashtags in Tweet in G5:
[58] govtech
[43] innovation
[41] ai
[38] bigdata
[37] digitaltransformation
[30] hacking
[29] tech
[28] artificialintelligence
[26] martech
[21] blockchain

Top Hashtags in Tweet in G6:
[45] govtech
[27] civictech
[12] démocratie
[12] numerique
[9] smartcities
[9] smartcity
[7] iot6
[7] nosclientsdanslapresse
[5] demopart
[4] budgetparticipatif

Top Hashtags in Tweet in G7:
[39] localauthority
[38] funding
[30] business
[27] data
[24] digital
[18] govtech
[15] company
[15] residents
[11] innovation
[10] digileaders

Top Hashtags in Tweet in G8:
[29] govtech
[14] innovation
[13] smartcity
[7] govtechstack
[7] voicefirst
[6] digitalgov
[5] singapore
[5] accessibility
[5] oneabq
[4] socialcoinworldtour

Top Hashtags in Tweet in G9:
[113] govtech
[21] fedgov
[18] digitaltransformation
[15] government
[15] cybersecurity
[15] arlington
[15] cloud
[15] federal
[14] stlouis
[14] usgif

Top Hashtags in Tweet in G10:
[56] govtech
[11] technology
[10] cio
[8] localgov
[8] lowcode
[7] ecm
[7] ai
[6] mixscottsdale2018
[6] cto
[6] smartcities

Top Words
Top Words in Tweet in Entire Graph:
[3668] Words in Sentiment List#1: Positive
[1516] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[92017] Non-categorized Words
[97201] Total Words
[2244] govtech
[811] government
[601] data
[503] new
[474] govtechnews

Top Words in Tweet in G1:
[158] govtech
[147] government
[88] technology
[60] data
[58] cybersecurity
[56] new
[52] s
[51] more
[50] iot
[43] california

Top Words in Tweet in G2:
[370] govtech
[365] govtechnews
[187] new
[166] data
[144] government
[102] s
[82] city
[79] cities
[77] smart
[70] emergencymgtmag

Top Words in Tweet in G3:
[384] govtech
[99] billmew
[87] public_team
[81] government
[70] s
[69] public
[68] govtechsummit
[68] sommetgovtech
[61] tech
[56] evankirstel

Top Words in Tweet in G4:
[81] govtech
[49] arcgis
[36] gis
[33] esri
[25] government
[23] gis_bandit
[23] dashboard
[22] more
[22] preppers
[22] survival

Top Words in Tweet in G5:
[62] govtech
[53] ceo_branding
[46] innovation
[43] ai
[38] bigdata
[37] digitaltransformation
[30] tech
[30] hacking
[28] artificialintelligence
[26] martech

Top Words in Tweet in G6:
[49] etalab
[47] à
[45] govtech
[42] au
[30] pour
[29] sommetgovtech
[27] paris
[27] civictech
[26] vous
[26] ville

Top Words in Tweet in G7:
[83] govtech
[54] funding
[44] latest
[39] help
[39] localauthority
[37] competition
[35] data
[35] business
[32] out
[31] challenge

Top Words in Tweet in G8:
[46] govtech
[24] government
[23] govtechsg
[18] singapore
[17] city
[14] innovation
[13] smartcity
[13] 2018
[12] lochoffs
[12] hackathon

Top Words in Tweet in G9:
[173] gt
[113] govtech
[39] more
[36] register
[34] government
[34] today
[29] day
[29] agency
[25] dellemcfederal
[24] oct

Top Words in Tweet in G10:
[56] govtech
[32] best
[29] digital
[29] government
[26] city
[22] s
[20] honored
[20] center
[17] cssdla
[14] technology

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[133] government,technology
[109] ukgovtech,community
[109] community,news
[97] gt,gt
[96] smart,city
[79] civictech,govtech
[73] check,out
[72] new,york
[69] michael,roling
[67] open,data

Top Word Pairs in Tweet in G1:
[64] government,technology
[29] california,governor
[29] security,privacy
[29] privacy,iot
[29] iot,devices
[24] governor,approves
[24] approves,bills
[24] bills,tightening
[24] tightening,security
[22] artificial,intelligence

Top Word Pairs in Tweet in G2:
[38] futurestructure,govtech
[37] security,govtech
[36] smart,city
[35] open,data
[32] new,york
[32] michael,roling
[31] data,govtech
[30] policy,hub
[28] hurricane,florence
[26] ciso,michael

Top Word Pairs in Tweet in G3:
[47] govtech,nextgov
[39] govtech,startups
[33] top,10
[30] global,govtech
[29] govtech,publictech
[25] govtech,civictech
[23] public,services
[22] check,out
[21] 10,govtech
[20] govtech,influencers

Top Word Pairs in Tweet in G4:
[22] preppers,survival
[21] gis,esri
[20] built,opsdashboard
[20] opsdashboard,arcgis
[17] esri,arcgis
[15] cio,cto
[11] nice,permits
[11] permits,dashboard
[11] dashboard,beta
[11] beta,cityofasheville

Top Word Pairs in Tweet in G5:
[29] digitaltransformation,innovation
[24] innovation,hacking
[21] tech,martech
[17] hacking,cybersec
[17] martech,artificialintelligence
[15] looking,book
[15] book,launch
[15] launch,life
[15] life,forward
[15] forward,here's

Top Word Pairs in Tweet in G6:
[25] 12,novembre
[25] novembre,etalab
[25] etalab,vous
[25] vous,donne
[25] donne,rdv
[25] rdv,au
[25] au,sommetgovtech
[25] sommetgovtech,à
[25] à,l'hôtel
[25] l'hôtel,ville

Top Word Pairs in Tweet in G7:
[37] funding,competition
[28] competition,opens
[28] opens,24
[25] find,out
[22] govtech,challenge
[21] service,delivery
[20] business,help
[20] help,transform
[20] transform,localauthority
[20] localauthority,service

Top Word Pairs in Tweet in G8:
[11] startup,weekend
[11] weekend,singapore
[11] singapore,mega
[11] mega,2018
[11] 2018,hackathon
[11] hackathon,supported
[11] supported,govtech
[11] govtech,begins
[11] begins,tonight
[11] tonight,54

Top Word Pairs in Tweet in G9:
[86] gt,gt
[27] today,gt
[27] gt,govtech
[22] register,today
[13] govtech,mgov
[13] arlington,va
[11] much,more
[11] gt,https
[11] https,t
[11] t,co

Top Word Pairs in Tweet in G10:
[20] center,digital
[18] digital,government
[13] honored,2018
[13] 2018,center
[13] government,s
[13] s,best
[13] best,ca
[10] best,california
[9] cssdla,honored
[9] ca,award

Top Replied-To
Top Replied-To in Entire Graph:
@equalandallied1
@michaelroling
@marathoncoso
@nyike
@google
@mattcutts
@alexbenay
@symantecgov
@rubrikinc
@colorado_cdo

Top Replied-To in G2:
@michaelroling
@govtechnoelle
@polkemlegal

Top Replied-To in G3:
@google
@nyike
@whitneynjiru
@dexma
@chaseadam17
@akwyz
@tmanspeaks
@idgtechtalk
@hanaschank
@public_team

Top Replied-To in G4:
@mattcutts
@elgl50
@alexbenay
@jay_nath

Top Replied-To in G8:
@kevinkwangcna

Top Replied-To in G9:
@symantecgov
@goveventsgroup
@rubrikinc
@aws_gov
@rogerinthecloud

Top Replied-To in G10:
@marathoncoso

Top Mentioned
Top Mentioned in Entire Graph:
@govtechnews
@billmew
@sommetgovtech
@public_team
@emergencymgtmag
@nextgov
@evankirstel
@publictech
@ceo_branding
@dltsolutions

Top Mentioned in G1:
@motorists
@lidarmonkey
@andreearchbold
@hitechgrounds
@2ndinfra
@techconnect360
@wil15860176
@socialvalueex

Top Mentioned in G2:
@govtechnews
@emergencymgtmag
@eric_holdeman
@sunlightcities
@firstnetgov
@govcso
@whatworkscities
@zackquaintance
@citysanleandro
@_tbatalla

Top Mentioned in G3:
@billmew
@public_team
@sommetgovtech
@evankirstel
@nextgov
@betanyc
@publictech
@govtechnews
@cuideo
@kevin_jackson

Top Mentioned in G4:
@gis_bandit
@spatialace
@dustinhaisler
@icma
@cityofasheville
@thecityofbr
@nascio
@nsgic
@govloop
@legacypremium

Top Mentioned in G5:
@ceo_branding
@andi_staub
@govtechnews
@karimbasrire
@urbanlogiq
@mikequindazzi
@sfcitycio
@bmwi_bund
@airelome
@peteraltmaier

Top Mentioned in G6:
@sommetgovtech
@paris
@etalab
@obs_ct
@capcollectif
@assembleenat
@opensourcepol
@sprintbusiness
@vantiq
@subex

Top Mentioned in G7:
@netparkuk
@durhamcouncil
@satelliteapps
@satappscatapult
@neechamber
@_businessdurham
@innovateuk
@fsbnortheast
@jon_hazell
@blaenaugwentcbc

Top Mentioned in G8:
@govtechsg
@lochoffs
@appcitylife
@google
@e27co
@cabq
@thesocialcoin
@tunnll_
@eliportrobots
@deloitteinsight

Top Mentioned in G9:
@dellemcfederal
@carahsoft
@dreamforce
@apachekafka
@govtechllc
@gciomedia
@usgif
@via_satellite
@rubrikinc
@thundercat_tech

Top Mentioned in G10:
@laserfiche
@cssdla
@gcntech
@govtechnews
@ryan_laserfiche
@oakgov
@moalrawi
@lacountyparks
@zuznow
@nordsense

Top Tweeters
Top Tweeters in Entire Graph:
@openomroep
@startupcrunch
@arkangelscrap
@piyuanker12
@titrespresse
@sectest9
@nosqldigest
@startuprealtime
@defendressofsan
@evankirstel

Top Tweeters in G1:
@openomroep
@startupcrunch
@titrespresse
@schestowitz
@crisisdigest
@fintechna
@troubleddays
@pekkapuhakka
@limanoticia
@annaercilla

Top Tweeters in G2:
@normanbuffong
@evanderburg
@c_coolidge
@am1470wwnn
@mel_storni
@ron_1943
@twilli2861
@dcarsoncpa_nyc
@hackerslist
@cybertaters

Top Tweeters in G3:
@arkangelscrap
@piyuanker12
@sectest9
@evankirstel
@gamergeeknews
@houseoftwitslab
@kingofpayments
@trippbraden
@akwyz
@richsimmondsza

Top Tweeters in G4:
@aldoceccarelli
@gis_sharer
@rosenchild
@prepperbot
@cjdjam
@billgrinehart
@govexec
@crainschicago
@deingirl
@govloop

Top Tweeters in G5:
@startuprealtime
@edgametec
@biconnections
@chidambara09
@calcaware
@coolmentoring
@infopronetwork
@ene3112
@spirosmargaris
@machinelearn_d

Top Tweeters in G6:
@ouestfrance
@yvesmulkers
@lejdd
@wordfinga
@netclubj1
@noscandidats
@rudycluzel
@lemainelibre
@dataprivacyfeed
@paris

Top Tweeters in G7:
@andrewmorrisuk
@toluogunlesi
@durhamcouncil
@innovateuk
@eoinmcfadden
@eenscotland
@govopps
@philjackman
@digicatapult
@monmouthshirecc

Top Tweeters in G8:
@waze
@inc
@wef
@rta_dubai
@servantofchaos
@google
@markmcardle
@khalidbakoor64
@pearleco123
@techinasia

Top Tweeters in G9:
@nosqldigest
@time
@kpmemberservice
@salesforce
@sprinklr
@thesddc
@goveventsgroup
@sfbart
@carahsoft
@symantec

Top Tweeters in G10:
@datafloq
@cioonline
@talkabot_id
@fcwnow
@laserfiche
@oakgov
@sjrotter
@crunchbase
@meritalk
@gcntech