govtech, Twitter, 9/10/2019 9:29:15 PM, 209344


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govtech_2019-09-10_12-07-31.xlsx
govtech_2019-09-10_12-07-31.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 10, 2019
Short Description:
govtech via NodeXL http://bit.ly/2A3rxcr
@govtechnews
@kirkdborne
@nodexl
@99freemind
@colebrock14
@sommetgovtech
@cybersec_feeds
@santchiweb
@codeforpdx
@douglittlejr

Top hashtags:
#govtech
#ai
#cybersecurity
#bigdata
#stateandlocal
#datascience
#fintech

Description:
Description
The graph represents a network of 3,271 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, 10 September 2019 at 19:08 UTC.

The requested start date was Tuesday, 10 September 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 12-day, 1-hour, 6-minute period from Wednesday, 28 August 2019 at 18:03 UTC to Monday, 09 September 2019 at 19:10 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 : 3271
Unique Edges : 4084
Edges With Duplicates : 3258
Total Edges : 7342
Number of Edge Types : 3
Mentions : 5828
Tweet : 1400
Replies to : 114
Self-Loops : 1400
Reciprocated Vertex Pair Ratio : 0.0420293459338473
Reciprocated Edge Ratio : 0.0806682577565633
Connected Components : 624
Single-Vertex Connected Components : 403
Maximum Vertices in a Connected Component : 1899
Maximum Edges in a Connected Component : 5459
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.256275
Graph Density : 0.000391729002063355
Modularity : 0.547033
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[84] https://www.teckedin.com/
[36] https://www.govtech.com/opinion/Hit-with-a-Ransomware-Attack-Dont-Pay-the-Hackers.html
[35] https://www.govtech.com/products/Utah-County-Puts-Blockchain-Voting-to-the-Test-in-Live-Audit.html
[31] https://dy.si/DF1MWS
[26] https://dy.si/onTzuP2
[24] https://www.govevents.com/CMU-SoftwareandCyber-SM/
[22] https://www.govtech.com/opinion/Can-Paris-Help-Cities-Revamp-Their-Digital-Infrastructure-Contributed.html
[21] https://www.govtech.com/smart-cities/Lessons-from-Cary-NCs-Living-Lab-for-Connected-Tech.html
[20] https://www.govtech.com/products/Quantum-Computing-Holds-Promise-for-the-Public-Sector.html
[20] https://www.govtech.com/civic/Whats-New-in-Civic-Tech-CfA-Shares-Clear-My-Record-Tech.html

Top URLs in Tweet in G1:
[11] https://www.govtech.com/opinion/Hit-with-a-Ransomware-Attack-Dont-Pay-the-Hackers.html
[9] https://www.govtech.com/products/Utah-County-Puts-Blockchain-Voting-to-the-Test-in-Live-Audit.html
[7] http://govtech.blogosfera.uol.com.br/2019/09/07/o-mercado-de-trabalho-esta-mais-tech-e-voce-precisa-apostar-nessa-ideia/?utm_source=dlvr.it&utm_medium=twitter
[6] https://www.govtech.com/opinion/Can-Paris-Help-Cities-Revamp-Their-Digital-Infrastructure-Contributed.html
[6] https://www.govtech.com/products/Quantum-Computing-Holds-Promise-for-the-Public-Sector.html
[6] https://www.govtech.com/em/preparedness/The-Most-Evacuation-Challenged-Communities-in-the-US.html
[6] https://www.govtech.com/products/Colorado-Blockchain-Report-Identifies-Barriers-Opportunities.html
[6] https://www.govtech.com/policy/Texas-Bill-Would-Allow-State-to-Sue-Social-Media-Companies-Like-Facebook-and-Twitter-Over-Free-Speech.html
[5] https://www.govtech.com/products/Future-Forward-A-Glimpse-at-New-Frontiers-in-Gov-Tech.html
[4] https://www.govtech.com/security/Has-Your-Childs-Info-Been-Compromised-by-a-Data-Breach.html

Top URLs in Tweet in G2:
[12] https://www.govtech.com/products/Utah-County-Puts-Blockchain-Voting-to-the-Test-in-Live-Audit.html
[11] https://www.govtech.com/opinion/Hit-with-a-Ransomware-Attack-Dont-Pay-the-Hackers.html
[10] https://leadingcities.org/news/
[9] https://www.govtech.com/civic/Whats-New-in-Civic-Tech-CfA-Shares-Clear-My-Record-Tech.html
[8] https://www.govtech.com/security/North-Carolina-Braces-Against-Wave-of-Ransomware-Attacks.html
[8] https://www.govtech.com/biz/Citizen-Engagement-Companies-Partner-on-Budgeting-Software.html
[8] https://www.govtech.com/network/Momentum-Builds-for-Marylands-Rural-Broadband-Initiative.html
[7] https://www.govtech.com/news/Skills-Training-Vital-to-Ending-Cities-Digital-Divides.html
[6] https://www.govtech.com/products/China-Smart-City-Tech-in-Line-with-that-of-the-US.html
[6] https://www.govtech.com/webinars/GovTech-Market-Insights-Inside-the-Current-Deals-Trends-and-Opportunities-Shaping-the-Market-A-Special-Look-at-2020-114751.html

Top URLs in Tweet in G3:
[82] https://www.teckedin.com/
[30] https://dy.si/DF1MWS
[26] https://dy.si/onTzuP2
[24] https://www.govevents.com/CMU-SoftwareandCyber-SM/
[18] https://dy.si/Vo3qSQ
[14] https://www.govevents.com/GovExec-CyberStrong-SM/
[14] https://www.govevents.com/AWS-FederalLoftDC-SM/
[14] https://engage.bah.com/Article/Redirect/1713fd28-a2f7-4636-9939-b992700ec216?uc=30185&g=0513d0ee-4f88-47cb-abbc-e78526bcf8f4&f=77501
[12] https://www.govevents.com/Salesforce-Sacramento-Sep17/
[12] http://Fintech-Academy.com

Top URLs in Tweet in G4:
[6] https://r1.events-registration.com/govtech2019/index.cfm?start=&utm_source=summit
[6] tickets&utm_medium=twitter&utm_campaign=summit
[6] tickets
[5] https://www.linkedin.com/slink?code=gdpdHEN
[4] https://www.publictechnology.net/articles/opinion/start-ups-can-show-way-public-sector-transformation
[3] https://is.gd/dPDQGG
[3] https://www.publictechnology.net/whitepaper/are-you-cloud-first-or-cloud-smart
[3] http://www.atosevents.co.uk/digitalvision/
[2] https://www.iadb.org/es/noticias/colombia-fortalecera-la-gestion-estrategica-en-el-sector-publico-con-apoyo-del-bid
[2] https://view.publitas.com/public-1/govstart-2019_all-companies-1/

Top URLs in Tweet in G5:
[1] https://www.govtech.com/network/NOAA-Official-5G-Threatens-Weather-Forecast-Accuracy.html
[1] https://www.govtech.com/fs/University-of-Florida-to-Use-Gainsville-as-a-Living-Laboratory.html

Top URLs in Tweet in G6:
[12] https://www.govtech.com/smart-cities/Lessons-from-Cary-NCs-Living-Lab-for-Connected-Tech.html
[8] https://www.govtech.com/smart-cities/Waterfront-Toronto-Smart-City-Plans-Raise-Privacy-Concerns.html
[7] https://www.iotforall.com/blood-heart-brain-smart-city/
[7] https://www.govtech.com/products/Quantum-Computing-Holds-Promise-for-the-Public-Sector.html
[6] https://www.govtech.com/products/Utah-County-Puts-Blockchain-Voting-to-the-Test-in-Live-Audit.html
[5] https://www.govtech.com/biz/BIOS-Attacks-and-Four-Other-Security-Trends-from-VMworld-2019.html
[5] https://cities-today.com/the-eternal-city-goes-digital/
[4] https://twitter.com/thomasdlundorf/status/1170341519225700353
[3] https://www.eventbrite.com/e/women-in-gis-and-cloud-tickets-66329512357
[3] https://www.govtech.com/opinion/Can-Paris-Help-Cities-Revamp-Their-Digital-Infrastructure-Contributed.html

Top URLs in Tweet in G7:
[9] https://www.govtech.com/civic/Whats-New-in-Civic-Tech-CfA-Shares-Clear-My-Record-Tech.html
[3] https://twitter.com/ukinkenya/status/1169231871164788738
[2] https://techfestival.co/event/govtech-summit/
[2] https://techfestival.co/event/govtech-summit/?fbclid=IwAR1m-TAgYtxFatc6_MY1uzELofgQPsEp5DIJEe8jWJNI5LSXaeVh5Lxx3mI
[2] https://engage.bah.com/Article/Redirect/972d5c96-92a3-42b5-9df0-6a1084043df0?uc=18985&g=fe8d547c-6439-4d90-a817-079013b21b3a&f=87640
[2] https://www.govtech.com/data/California-University-to-Debut-Major-in-Data-Analytics.html
[1] https://statescoop.com/video/in-sacramento-civic-technology-guides-progress/?utm_campaign=StateScoop%20-%20Editorial&utm_content=100056432&utm_medium=social&utm_source=twitter&hss_channel=tw-987600932
[1] https://statescoop.com/state-government-it-procurement-acquisition/?utm_campaign=StateScoop%20-%20Editorial&utm_content=99690610&utm_medium=social&utm_source=twitter&hss_channel=tw-987600932
[1] https://statescoop.com/new-york-city-debuts-for-hire-vehicle-data-hub/?utm_campaign=StateScoop%20-%20Editorial&utm_content=99690427&utm_medium=social&utm_source=twitter&hss_channel=tw-987600932
[1] https://statescoop.com/new-york-city-debuts-for-hire-vehicle-data-hub/?utm_campaign=StateScoop%20-%20Editorial&utm_content=99771129&utm_medium=social&utm_source=twitter&hss_channel=tw-987600932

Top URLs in Tweet in G8:
[6] https://diginomica.com/mongodb-revenue-soars-customer-growth-and-enterprise-cloud-platform-choice
[6] https://diginomica.com/facing-rapid-expansion-renewables-pioneer-vattenfall-goes-agile
[5] https://diginomica.com/coupas-next-innings-business-spend-management-recognised-key-digital-transformation
[5] http://feedproxy.google.com/~r/Ukauthoritycom/~3/iWB6gH6VpeE/
[4] https://diginomica.com/can-we-create-better-algorithms-screening-candidates-and-reduce-hiring-bias
[4] https://diginomica.com/content-experience-context-buzzword-debate-actually-matters
[4] https://diginomica.com/memo-retailers-gen-z-loves-store-so-you-need-well
[4] https://diginomica.com/detaching-search-physical-world-why-deal-campbells-matters-so-much-yext-ceo-howard-lerman
[4] https://diginomica.com/automating-finance-improved-customer-experience-tango-card
[4] https://diginomica.com/need-speed-how-target-meeting-same-day-expectations-omni-channel-retail-customers

Top URLs in Tweet in G9:
[3] https://www.govtech.com/opinion/Can-Paris-Help-Cities-Revamp-Their-Digital-Infrastructure-Contributed.html
[1] https://www.govtech.com/opinion/Can-Paris-Help-Cities-Revamp-Their-Digital-Infrastructure-Contributed.html?AMP#click=https://t.co/LHldwbFIOo

Top URLs in Tweet in G10:
[9] https://www.govtech.com/em/preparedness/Hurricane-Dorian-Predicted-to-Hit-Florida-as-Category-4-storm.html
[3] https://www.govtech.com/public-safety/Government-Agencies-To-Release-Emergency-Alerts-on-Facebook.html
[3] https://www.govtech.com/em/safety/Dorian-Could-be-Worst-Storm-to-hit-Central-Florida-in-Three-Decades.html
[3] https://www.govtech.com/em/preparedness/Dorian-Could-be-Multi-day-Storm-DeSantis-Warns-Floridians.html
[3] https://www.govtech.com/em/preparedness/Already-Saturated-Sarasota-Manatee-Braces-for-Hurricane-Dorian.html
[3] https://www.govtech.com/em/disaster/Recovery-Will-be-a-Long-Road-for-Bahamas-After-Hurricane-Dorian.html
[3] https://www.govtech.com/em/emergency-blogs/disaster-zone/eas-services-in-siriusxm.html
[3] https://www.govtech.com/em/preparedness/The-Most-Evacuation-Challenged-Communities-in-the-US.html
[3] https://www.govtech.com/em/safety/Ohio-Debuts-School-Safety-Center-in-Wake-of-Recent-Shootings.html
[2] https://www.govtech.com/em/preparedness/Dorian-Predicted-to-Remain-a-Tropical-Storm-Passing-Through-Puerto-Rico.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1213] govtech.com
[189] dy.si
[149] twitter.com
[138] google.com
[134] diginomica.com
[127] govevents.com
[92] linkedin.com
[92] bah.com
[84] teckedin.com
[66] voicestorm.com

Top Domains in Tweet in G1:
[313] govtech.com
[48] linkedin.com
[12] com.br
[12] bah.com
[10] dy.si
[10] dlvr.it
[7] medium.com
[7] twitter.com
[4] ampproject.org
[3] sapo.pt

Top Domains in Tweet in G2:
[367] govtech.com
[11] twitter.com
[10] leadingcities.org
[9] linkedin.com
[6] hbr.org
[5] prnewswire.com
[4] accela.com
[3] thecitybase.com
[3] techcrunch.com
[3] dy.si

Top Domains in Tweet in G3:
[165] dy.si
[127] govevents.com
[82] teckedin.com
[75] govtech.com
[63] bah.com
[62] twitter.com
[12] fintech-academy.com
[12] voicestorm.com
[9] fedscoop.com
[7] fintech-awards.com

Top Domains in Tweet in G4:
[15] publictechnology.net
[12] twitter.com
[7] public.io
[6] linkedin.com
[6] events-registration.com
[4] is.gd
[3] apolitical.co
[3] snip.ly
[3] publitas.com
[3] typeform.com

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

Top Domains in Tweet in G6:
[56] govtech.com
[7] iotforall.com
[7] cities-today.com
[6] bah.com
[4] twitter.com
[3] eventbrite.com
[2] linkedin.com
[2] co.uk
[2] archiexpo.com
[2] smartcitiesworld.net

Top Domains in Tweet in G7:
[25] statescoop.com
[13] govtech.com
[7] twitter.com
[4] techfestival.co
[4] bah.com
[1] nytimes.com
[1] a16z.com
[1] meetup.com
[1] facebook.com

Top Domains in Tweet in G8:
[137] google.com
[133] diginomica.com
[56] ukauthority.com
[51] qoo.ly
[45] publictechnology.net
[21] governmentcomputing.com
[14] co.uk
[6] gov.uk
[4] twitter.com
[2] bah.com

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

Top Domains in Tweet in G10:
[66] govtech.com
[4] linkedin.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2068] govtech
[329] ai
[265] cybersecurity
[235] bigdata
[227] stateandlocal
[154] datascience
[153] fintech
[147] machinelearning
[145] cloud
[136] digitaltransformation



Top Hashtags in Tweet in G1:
[84] govtech
[28] govtechlive
[14] civictech
[12] smartcities
[11] cybersecurity
[11] ransomware
[9] technology
[8] ai
[8] blockchain
[7] digitaltransformation

Top Hashtags in Tweet in G2:
[274] govtech
[197] stateandlocal
[36] security
[27] smartcities
[22] publicsafety
[21] civictech
[19] futurestructure
[18] data
[17] govtech100
[13] ai

Top Hashtags in Tweet in G3:
[505] govtech
[259] ai
[218] cybersecurity
[216] bigdata
[149] datascience
[143] machinelearning
[111] fintech
[107] ciso
[91] digitaltransformation
[81] healthtech

Top Hashtags in Tweet in G4:
[184] govtech
[18] govstart
[17] govstart2019
[17] govbeta
[16] datosabiertos
[15] datos
[13] colombia
[12] startup
[11] condatos2019
[11] condatos19

Top Hashtags in Tweet in G5:
[6] todaystidbit
[1] hurricanes
[1] stateandlocal
[1] govtech

Top Hashtags in Tweet in G6:
[82] govtech
[55] iot
[45] smartcities
[34] planning
[29] iiot
[17] cio
[16] aia
[15] tech
[13] innovation
[12] apwa

Top Hashtags in Tweet in G7:
[89] govtech
[16] civictech
[12] techfestivalcph
[8] innovation
[6] stateandlocal
[6] cph150
[6] digitalfrontrunners
[5] techfestival19
[4] data
[3] startup

Top Hashtags in Tweet in G8:
[467] govtech
[100] ukgovtech
[46] security
[31] cloud
[6] localgov
[4] gds
[4] ai
[4] digital
[4] innovation
[3] technology

Top Hashtags in Tweet in G9:
[71] lutèce
[1] lutece
[1] govtech

Top Hashtags in Tweet in G10:
[31] hurricanedorian
[21] preparedness
[5] fema
[3] dorian
[3] iaem
[3] nema
[3] disasters
[3] dhs
[3] emergencymanagement
[2] socialmedia

Top Words
Top Words in Tweet in Entire Graph:
[3047] Words in Sentiment List#1: Positive
[1441] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[99716] Non-categorized Words
[104204] Total Words
[2068] #govtech
[439] government
[435] data
[371] govtech
[354] kirkdborne

Top Words in Tweet in G1:
[84] #govtech
[77] government
[55] data
[54] new
[52] s
[50] technology
[50] govtech
[48] digital
[48] tech
[29] city

Top Words in Tweet in G2:
[274] #govtech
[215] govtechnews
[197] #stateandlocal
[75] s
[61] new
[54] tech
[48] government
[39] data
[37] county
[36] #security

Top Words in Tweet in G3:
[505] #govtech
[338] kirkdborne
[259] #ai
[218] #cybersecurity
[216] #bigdata
[197] douglittlejr
[171] data
[149] #datascience
[143] #machinelearning
[123] government

Top Words in Tweet in G4:
[184] #govtech
[64] public
[52] govtech
[43] public_team
[30] startups
[30] et
[29] here
[28] new
[27] gobierno
[26] les

Top Words in Tweet in G5:
[143] gainsville
[143] florida
[143] wth
[143] doing
[143] 'living
[143] laboratory
[143] '
[143] people
[143] vote
[143] read

Top Words in Tweet in G6:
[82] #govtech
[60] smart
[55] #iot
[45] #smartcities
[44] city
[34] #planning
[30] evankirstel
[29] #iiot
[28] smartcityc
[28] cities

Top Words in Tweet in G7:
[89] #govtech
[34] govtech
[28] tool
[28] marijuana
[26] tech
[25] state_scoop
[24] public
[24] summit
[23] clear
[23] record

Top Words in Tweet in G8:
[467] #govtech
[177] ukauthority
[135] diginomica
[128] news
[101] community
[100] #ukgovtech
[56] digital
[46] billmew
[46] #security
[45] govinfosecurity

Top Words in Tweet in G9:
[81] open
[77] source
[73] paris
[71] #lutèce
[71] plateforme
[71] ville
[71] bientôt
[71] utilisée
[71] par
[71] des

Top Words in Tweet in G10:
[38] dorian
[31] #hurricanedorian
[30] hurricane
[29] emergencymgtmag
[21] storm
[21] #preparedness
[15] category
[14] predicted
[12] florida
[11] hit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[167] #govtech,ukauthority
[154] #govtech,#stateandlocal
[143] gainsville,florida
[143] florida,wth
[143] wth,doing
[143] doing,'living
[143] 'living,laboratory
[143] laboratory,'
[143] ',people
[143] people,vote

Top Word Pairs in Tweet in G1:
[31] government,technology
[15] before,know
[14] #govtechlive,covits
[14] covits,here
[14] here,before
[14] know,join
[14] join,ntt
[14] ntt,data
[14] data,inspired
[14] inspired,kick

Top Word Pairs in Tweet in G2:
[143] #govtech,#stateandlocal
[26] #stateandlocal,#govtech
[23] #security,#govtech
[15] utah,county
[14] ransomware,attacks
[14] u,s
[14] gov,tech
[13] public,sector
[13] north,carolina
[12] rural,broadband

Top Word Pairs in Tweet in G3:
[94] #bigdata,#datascience
[68] read,crowd
[68] crowd,sourced
[68] sourced,#technews
[68] #technews,login
[68] login,membership
[67] ht,kirkdborne
[65] membership,required
[50] #govtech,#edtech
[47] tryteckedin,read

Top Word Pairs in Tweet in G4:
[15] start,up
[13] centros,gobierno
[12] govlab_bra,public_germany
[11] mentors,et
[11] gt,gt
[11] #condatos2019,agendacaf
[11] les,start
[10] public,hall
[10] bigtentideas,festival
[10] festival,east

Top Word Pairs in Tweet in G5:
[143] gainsville,florida
[143] florida,wth
[143] wth,doing
[143] doing,'living
[143] 'living,laboratory
[143] laboratory,'
[143] ',people
[143] people,vote
[143] vote,read
[143] read,skip

Top Word Pairs in Tweet in G6:
[35] smart,city
[26] #smartcities,#iot
[20] living,lab
[20] #iot,#iiot
[18] lab,connected
[18] smart,cities
[18] #govtech,#planning
[18] #iiot,#govtech
[16] n,c
[15] lessons,cary

Top Word Pairs in Tweet in G7:
[23] clear,record
[15] rap,genius
[15] genius,past
[15] past,govtech
[15] govtech,rfps
[15] rfps,annotated
[15] annotated,commentary
[15] commentary,parts
[15] parts,useful
[15] useful,unnecessary

Top Word Pairs in Tweet in G8:
[167] #govtech,ukauthority
[106] #govtech,diginomica
[100] #ukgovtech,community
[100] community,news
[46] #govtech,#security
[43] #govtech,publictech
[32] #govtech,govcomputing
[27] #govtech,#cloud
[26] #cloud,diginomica
[24] diginomica,diginomica_gov

Top Word Pairs in Tweet in G9:
[77] open,source
[71] #lutèce,plateforme
[71] plateforme,open
[71] source,ville
[71] ville,paris
[71] paris,bientôt
[71] bientôt,utilisée
[71] utilisée,par
[71] par,des
[71] des,villes

Top Word Pairs in Tweet in G10:
[22] hurricane,dorian
[11] dorian,predicted
[10] storm,#hurricanedorian
[9] predicted,hit
[9] hit,florida
[9] florida,category
[9] category,4
[9] 4,storm
[8] emergencymgtmag,hurricane
[6] dorian,#hurricanedorian

Top Replied-To
Top Replied-To in Entire Graph:
@_coursematch
@equalandallied1
@monmouthshirecc
@opengovinc
@trenthenkaline
@spacialk3
@jromano4111
@bangthetable
@utahcountygov
@inrevenue

Top Replied-To in G1:
@kinetechcloud
@bronner_group

Top Replied-To in G2:
@opengovinc
@townofcary
@illinoisdcfs
@uscpricecsi
@inrevenue
@utahcountygov
@bangthetable
@pebrandenburg
@durhamcounty
@govtechnews

Top Replied-To in G3:
@merrionstreet
@jctheresistance
@tentoads4truth
@claudester
@cbsfantasy
@realdonaldtrump
@mikedelmoro
@marcorubio
@frfrankpavone
@cbsnews

Top Replied-To in G4:
@_coursematch
@trafi_platform
@jlmissika
@larszimmerm
@diegoarisi

Top Replied-To in G7:
@schuback
@acqalchemist
@thinkofcharli
@malmociviclab
@hondanhon

Top Replied-To in G8:
@monmouthshirecc
@diginomica
@ukauthority
@tes
@danielkorski

Top Mentioned
Top Mentioned in Entire Graph:
@govtechnews
@kirkdborne
@douglittlejr
@ukauthority
@99freemind
@diginomica
@boozallen
@carlosmorenofr
@jlmissika
@egregoir

Top Mentioned in G1:
@edmecka
@mobiletrendspl
@leanandagile
@crypto_id
@hub_resource
@cyberanimax
@motoristnews
@motorists
@falhafi

Top Mentioned in G2:
@govtechnews
@dustinhaisler
@opengovinc
@viewpointcloud
@zacbookman
@voatz
@elgl50
@castrotech
@uscpricecsi
@utahcountygov

Top Mentioned in G3:
@kirkdborne
@douglittlejr
@boozallen
@tryteckedin
@theadamgabriel
@govloop
@seinews
@govtechnews
@pscspeaks
@routefifty

Top Mentioned in G4:
@public_team
@agendacaf
@enrique_za
@danielkorski
@vinehealth_
@carlos_santiso
@public_germany
@birdiecare
@unblurco
@mycinapsis

Top Mentioned in G5:
@99freemind
@kathrynprociv
@govtechnews

Top Mentioned in G6:
@evankirstel
@smartcityc
@govtechnews
@blueforcedev
@wsgellman
@cities_today
@nraimundo
@cisco
@rlingle
@raffaelegareri

Top Mentioned in G7:
@state_scoop
@techfestivalcph
@codeforamerica
@heinkiann
@michellethong
@govtechnews
@public_denmark
@zebergr
@digststatus
@manster

Top Mentioned in G8:
@ukauthority
@diginomica
@billmew
@govinfosecurity
@publictech
@monmouthshirecc
@mew_era
@govcomputing
@diginomica_gov
@govtechcloud

Top Mentioned in G9:
@carlosmorenofr
@jlmissika
@egregoir
@bloombergassoc
@govtechnews
@paris
@tasher
@egregoire
@babgi
@henriverdier

Top Mentioned in G10:
@emergencymgtmag
@eric_holdeman
@iaem
@nema_web
@streetlightdata
@fema
@govmikedewine
@impact360a
@leaders_link
@hsacouncil

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@alllibertynews
@paoloigna1
@piyuanker12
@robre62
@pandoraskids
@nosqldigest
@gamergeeknews
@marciojmsilva

Top Tweeters in G1:
@marciojmsilva
@feed_brasil
@startupnws
@iam__network
@cshislop
@carlesdijous
@johntheutahn
@jallima
@suriyasubraman
@techieappy

Top Tweeters in G2:
@piyuanker12
@john1966olsen
@trippbraden
@twilli2861
@daytondailynews
@medicalquack
@lance_bivens
@danitablackwood
@delunavintage
@linuxmil

Top Tweeters in G3:
@arkangelscrap
@sectest9
@nosqldigest
@gamergeeknews
@startupsbot
@chidambara09
@fintechna
@calcaware
@santchiweb
@rulesbenitez

Top Tweeters in G4:
@pandoraskids
@lesechos
@meplzchicken
@cityam
@fionaunwin
@alxprince
@ictlogist
@silvamoyano
@innpulsacol
@gabylinares

Top Tweeters in G5:
@_yvonneburton
@dc37deborah
@suzost
@podod12
@leasavoy
@searcher9090
@journeysnonnie
@wandaspangler2
@sasky1959
@showlady102

Top Tweeters in G6:
@paoloigna1
@robre62
@evankirstel
@richsimmondsza
@nicochan33
@adnanserpen
@colorstreamedia
@padididit
@thehipposhoe
@wil_bielert

Top Tweeters in G7:
@netminnow
@lorettabower3
@anvil_gayltr
@round
@huevosenserio
@hondanhon
@sboots
@unisyscorp
@aaronesilvers
@internetrebecca

Top Tweeters in G8:
@rf_jenkins
@michelledh
@ianmcalvert
@silentseawolf
@82jjc
@lightifyco1
@tes
@billmew
@manojmayogi
@innovateuk

Top Tweeters in G9:
@rousseauagnes
@icp3_zero
@mgzallp
@mdrechsler
@karim_ziady
@anne_hidalgo
@bdgeorges
@colourspeak
@clouchicloucha
@michelgellyp

Top Tweeters in G10:
@ianmolony
@liberallyjan
@emweeklyrpt
@mrsinister0
@f1mij
@cairnational
@greene_thoughts
@businesscontin4
@ramblingchief
@naacp