govtech, Twitter, 12/5/2019 7:30:01 AM, 218141


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govtech_2019-12-03_23-07-49.xlsx
govtech_2019-12-03_23-07-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2019
Short Description:
govtech via NodeXL http://bit.ly/2DLIDNV
@govtechnews
@fmfrancoise
@jennycohn1
@sommetgovtech
@dk_analytics
@sectest9
@public_france
@emergencymgtmag
@google
@worldbank

Top hashtags:
#govtech
#security
#cybersecurity
#ai
#stateandlocal
#data
#civictech
#smartcities

Description:
Description
The graph represents a network of 3,820 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 Wednesday, 04 December 2019 at 07:08 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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, 7-hour, 15-minute period from Tuesday, 19 November 2019 at 17:31 UTC to Monday, 02 December 2019 at 00:47 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 : 3820
Unique Edges : 4663
Edges With Duplicates : 3513
Total Edges : 8176
Number of Edge Types : 3
Tweet : 1268
Mentions : 6806
Replies to : 102
Self-Loops : 1268
Reciprocated Vertex Pair Ratio : 0.0395504646639291
Reciprocated Edge Ratio : 0.0760914760914761
Connected Components : 588
Single-Vertex Connected Components : 390
Maximum Vertices in a Connected Component : 2602
Maximum Edges in a Connected Component : 6568
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.223393
Graph Density : 0.000329709951208411
Modularity : 0.558649
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,820 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 Wednesday, 04 December 2019 at 07:08 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 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, 7-hour, 15-minute period from Tuesday, 19 November 2019 at 17:31 UTC to Monday, 02 December 2019 at 00:47 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:
[112] https://www.govtech.com/products/New-York-City-Creates-Chief-Algorithms-Officer-Position.html
[47] https://puutwallet.com/static/community
[39] https://www.teckedin.com/
[30] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/european-cybersecurity-what-happens-after-brexit.html
[24] https://pwc.blogs.com/publicsectormatters/2019/11/creating-a-fairer-future-for-the-uk-scaling-up-the-potential.html
[20] https://www.govtech.com/biz/Govlaunch-Building-a-Free-Innovation-Wiki-for-Government.html
[19] https://www.govtech.com/biz/Verizon-5G-First-Responder-Labs-Third-Cohort-Focused-on-AI.html
[18] https://www.govtech.com/public-safety/No-End-in-Sight-for-FirstNet-Interoperability-Debate.html
[18] https://www.govtech.com/analytics/Will-the-Census-Improve-Open-Data-Privacy-Protections.html
[17] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/the-internet-looking-back-and-forward-50-years.html

Top URLs in Tweet in G1:
[5] https://www.govtech.com/security/Cybersecurity-and-Democracy-Collide-Locking-Down-Elections.html
[1] https://www.govtech.com/news/Problem-With-Election-Equipment-Delays-Georgia-Counties-Vote.html
[1] https://twitter.com/jennycohn1/status/1174550762614976518
[1] https://twitter.com/equalandallied1/status/930198970558767104
[1] https://www.publicintegrity.org/2006/10/30/6644/new-media-communications
[1] https://thecommons4change.blogspot.com/2007/04/network-hosting-attorney-scandal-e.html
[1] https://www.govtech.com/security/Cybersecurity-and-Democracy-Collide-Locking-Down-Elections.html?AMP&__twitter_impression=true
[1] https://www.govtech.com/analytics/Will-the-Census-Improve-Open-Data-Privacy-Protections.html
[1] https://www.govtech.com/transportation/Reimagining-the-City-Means-Envisioning-Far-Fewer-Cars.html
[1] https://www.govtech.com/products/New-York-City-Creates-Chief-Algorithms-Officer-Position.html

Top URLs in Tweet in G2:
[35] https://www.teckedin.com/
[21] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/european-cybersecurity-what-happens-after-brexit.html
[10] https://www.govtech.com/analytics/Will-the-Census-Improve-Open-Data-Privacy-Protections.html
[9] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/the-internet-looking-back-and-forward-50-years.html
[8] https://www.govtech.com/security/Unauthorized-Download-Led-to-Louisiana-Ransomware-Infection.html
[8] https://www.govevents.com/DellEMC-RSA-Dec12-SM/
[8] https://events.govtech.com/Techwire-State-of-Technology-California-Industry-Forum-2019.html
[7] https://www.govtech.com/products/New-York-City-Creates-Chief-Algorithms-Officer-Position.html
[7] https://www.govevents.com/Carah-ATARC-ITMod2019-SM/
[7] https://www.govevents.com/1105-FCW-WMD-Dec11-SM/

Top URLs in Tweet in G3:
[19] https://www.govtech.com/products/New-York-City-Creates-Chief-Algorithms-Officer-Position.html
[9] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/european-cybersecurity-what-happens-after-brexit.html
[7] https://www.govtech.com/blogs/lohrmann-on-cybersecurity/the-internet-looking-back-and-forward-50-years.html
[7] in
[6] to
[6] for
[6] https://pwc.blogs.com/publicsectormatters/2019/11/creating-a-fairer-future-for-the-uk-scaling-up-the-potential.html
[5] https://www.governing.com/news/headlines/Building-Data-Driven-Future-Digital-Cities-2019-Revealed.html
[4] https://www.govtech.com/fs/transportation/The-Argument-for-a-Single-Fare-System-in-a-Multimodal-World.html
[4] https://www.govtech.com/fs/transportation/Los-Angeles-County-Exploring-Congestion-Pricing-Pilot-Tests.html

Top URLs in Tweet in G4:
[11] https://www.govtechfrance.fr/
[7] https://futurescot.com/edinburgh-cyber-start-up-gets-global-recognition-at-paris-govtech-conference/
[5] https://www.computerweekly.com/news/252474168/Collaboration-is-key-to-rapid-adoption-of-govtech-across-Europe
[4] https://www.latribune.fr/technos-medias/innovation-et-start-up/la-govtech-une-opportunite-sous-exploitee-pour-moderniser-les-services-publics-833213.html
[4] https://www.horizonspublics.fr/numerique/les-acteurs-de-la-govtech-lassaut-du-marche-francais
[4] https://www.alliancy.fr/a-laffiche/bigdata/2019/11/15/govtech-les-etats-ont-ils-depasse-le-proof-of-concept
[3] http://NEBuMAX.com
[3] http://qoo.ly/3338cp
[3] https://diginomica.com/kohls-ceo-michelle-gass-hopes-amazon-ian-boost-black-fridaycyber-monday
[3] https://www.public.io/interview-with-pitch-govtech-19-winner-cyan-forensics/

Top URLs in Tweet in G5:
[5] https://www.govtech.global/govtech-e-governance
[4] https://federalnewsnetwork.com/amtower-off-center/2019/11/basic-training-for-small-contractors-and-newbies/
[3] http://setasidealertnews.com/index.html
[2] https://federalnewsnetwork.com/reporters-notebook-jason-miller/2019/11/bid-protests-suspension-and-debarments-continue-to-drop-but-for-how-long/
[2] https://federalnewsnetwork.com/defense-main/2019/11/amazons-jedi-lawsuit-will-use-video-submissions-to-claim-political-bias/
[2] https://federalnewsnetwork.com/people/2019/11/shared-services-executive-to-depart-after-6-years-at-gsa/
[2] https://federalnewsnetwork.com/it-modernization/2019/11/gsa-promises-to-figure-out-why-transition-from-fedbizopps-struggled/
[2] https://federalnewsnetwork.com/federal-newscast/2019/11/contractors-will-need-to-start-keeping-track-of-fake-parts-they-come-across/
[2] https://www.channelnewsasia.com/news/singapore/singapore-wants-to-be-a-living-lab-for-global-ai-solutions-12109270
[1] https://federalnewsnetwork.com/cyber-chat/2019/11/why-is-a-cyber-supply-chain-important/

Top URLs in Tweet in G6:
[7] http://CA.gov
[5] https://twitter.com/IRLDeptPER/status/1200404123495084032
[5] https://medium.com/oscity/conclusiones-del-primer-encuentro-govtech-de-argentina-fb6af13b9f33
[3] https://twitter.com/CBCPolitics/status/1197237280013983748
[3] https://www.gov.ie/en/publication/c9a9c8-cruinniu-govtech-report/
[3] https://twitter.com/alxprince/status/1199309330346102785
[3] https://twitter.com/oscitylatam/status/1198732039010357248
[2] https://www.caf.com/en/knowledge/views/2019/09/how-govtech-can-reinvent-the-state/
[2] https://apolitical.co/solution_article/whats-the-difference-between-civic-tech-and-govtech/
[2] https://twitter.com/alxprince/status/1199376043880124417

Top URLs in Tweet in G7:
[11] https://www.govtech.com/biz/Verizon-5G-First-Responder-Labs-Third-Cohort-Focused-on-AI.html
[7] https://diginomica.com/arm-servers-attack-cloud-and-hpc-heres-why-enterprises-should-care
[5] https://diginomica.com/european-parliament-comes-under-fire-its-own-privacy-regulator-over-election-data-concerns
[5] https://www.uipath.com/solutions/whitepapers/public-sector-automation-path-to-digital-government
[5] https://is.gd/QETQI5
[4] https://diginomica.com/digital-diy-how-lowes-underestimated-complexity-its-e-commerce-challenge
[4] https://diginomica.com/turkey-time-dorkiest-tech-predictions-2020-so-far
[4] https://diginomica.com/fall-event-highlight-how-donorschoose-crowdfunds-teachers-need-sage-intacct
[4] https://www.governmentcomputing.com/central-government/comment/whatever-happened-to-digital-transformation
[3] https://diginomica.com/tableau-no-longer-just-bi-vendor-closer-look-ask-data-and-explain-data

Top URLs in Tweet in G8:
[4] https://prozorro.sale/
[3] http://wrld.bg/l2Gf30ovIKH
[3] http://wrld.bg/Luxq30pNDHv
[3] http://bit.ly/GovTechfieldguides
[2] http://wrld.bg/6PNd30pQ910
[2] https://medium.com/@opencontracting/governments-first-online-store-driven-by-open-data-574ba06a23ce
[1] https://blogs.worldbank.org/governance/rosie-robot-social-accountability-one-tweet-time?cid=ECR_TT_worldbank_EN_EXT
[1] http://wrld.bg/YuRs30ovkuj
[1] http://wrld.bg/ApdE30pbXjA
[1] http://wrld.bg/Znbu30pgHBi

Top URLs in Tweet in G9:
[8] https://www.govtech.com/public-safety/No-End-in-Sight-for-FirstNet-Interoperability-Debate.html
[4] https://events.govtech.com/Techwire-State-of-Technology-California-Industry-Forum-2019.html
[3] https://www.govtech.com/civic/USC-Offers-Regional-Groups-More-Resources-to-Explore-Data-Stores.html
[3] https://www.govtech.com/products/5G-and-Autonomous-Vehicles-Turning-Fiction-into-Reality.html
[2] https://www.chinookobserver.com/news/svendsen-joins-lb-council-in-time-for-raise-fight/article_65b63816-0b03-11ea-808f-e3a78dc85ab8.html
[2] https://www.govtech.com/civic/USC-Offers-Regional-Groups-More-Resources-to-Explore-Data-Stores.html?utm_source=twitter_&utm_medium=tylertech_Organic&utm_term=&utm_content=2dcf2a8e-a33a-4457-a5de-fa860a28f30f&utm_campaign=
[2] https://www.govtech.com/security/Virginia-Approves-2020-Election-Cybersecurity-Standards.html
[2] https://www.govtech.com/network/Verizon-Launches-Mobile-5G-Service-in-Houston-Metro-Area.html
[1] https://www.laserfiche.com/ecmblog/infographic-getting-the-most-value-out-of-your-content-services-platform-in-the-public-sector/?utm_source=twitter&utm_medium=social&utm_content=53d83c59-b6f5-4dd5-a1f1-b877ebe816ac&utm_campaign=government
[1] https://www.laserfiche.com/casestudy/desaf/?utm_source=twitter&utm_medium=social&utm_content=067c05b9-7b7c-444a-adae-0ff91e229397&utm_campaign=government

Top URLs in Tweet in G10:
[8] https://dy.si/DF1MWS
[7] https://dy.si/Vo3qSQ
[2] https://fybr.com/
[2] https://dy.si/BAWcwD
[2] https://dy.si/bQ9EC
[2] https://engage.bah.com/Article/Redirect/eca9aee8-b3ed-4ba5-ba43-43456331a408?uc=30185&g=40aa28be-71db-416e-b62f-72619384a253&f=101988
[1] https://garnet8.co.uk/blogs/supporting_governments_cloud_first_policy?d=t&i=e51825a9-6b01-44d9-b9a6-851a225f1975
[1] https://collaborationclouds.garnet8.co.uk/insight/facilitating-the-delivery-of-web-services?d=t&i=8442959c-5f3d-47e8-8479-0e225d64b3fe
[1] https://collaborationclouds.garnet8.co.uk/insight/build-line-of-business-web-application-faster?d=t&i=22262ad7-7f2e-4a1d-bd13-3fed6b772021
[1] https://collaborationclouds.garnet8.co.uk/insight/application-platform-and-framework-for-line-of-business-systems?d=t&i=8cbf8357-8cc6-4e9a-a492-a3dd46739692

Top Domains
Top Domains in Tweet in Entire Graph:
[1081] govtech.com
[185] qoo.ly
[175] diginomica.com
[103] linkedin.com
[102] twitter.com
[72] co.uk
[65] ukauthority.com
[65] govevents.com
[47] puutwallet.com
[41] voicestorm.com

Top Domains in Tweet in G1:
[10] govtech.com
[2] twitter.com
[1] publicintegrity.org
[1] blogspot.com

Top Domains in Tweet in G2:
[347] govtech.com
[65] govevents.com
[41] voicestorm.com
[35] teckedin.com
[24] linkedin.com
[16] twitter.com
[8] computronix.com
[6] cityofmadison.com
[5] cities-today.com
[5] dy.si

Top Domains in Tweet in G3:
[310] govtech.com
[48] linkedin.com
[24] bah.com
[13] twitter.com
[9] com.br
[7] dlvr.it
[6] dy.si
[6] computerweekly.com
[6] blogs.com
[5] governing.com

Top Domains in Tweet in G4:
[90] qoo.ly
[58] diginomica.com
[32] ukauthority.com
[13] co.uk
[11] govtechfrance.fr
[10] twitter.com
[7] futurescot.com
[7] computerweekly.com
[5] sifted.eu
[5] maddyness.com

Top Domains in Tweet in G5:
[15] federalnewsnetwork.com
[5] govtech.global
[3] setasidealertnews.com
[3] twitter.com
[2] bit.ly
[2] nextgov.com
[2] channelnewsasia.com
[1] govtech.com
[1] datactics.com
[1] com.au

Top Domains in Tweet in G6:
[23] twitter.com
[9] medium.com
[7] ca.gov
[4] gov.ie
[3] apolitical.co
[2] caf.com
[2] becominghuman.ai
[1] youtube.com
[1] innpulsacolombia.com
[1] oe.cd

Top Domains in Tweet in G7:
[116] diginomica.com
[95] qoo.ly
[38] publictechnology.net
[32] ukauthority.com
[16] governmentcomputing.com
[16] govtech.com
[9] co.uk
[5] uipath.com
[5] is.gd
[2] yahoo.com

Top Domains in Tweet in G8:
[12] wrld.bg
[4] prozorro.sale
[3] worldbank.org
[3] bit.ly
[2] medium.com

Top Domains in Tweet in G9:
[26] govtech.com
[4] laserfiche.com
[3] twitter.com
[3] tylertech.com
[2] chinookobserver.com
[1] generalcode.com
[1] ft.com
[1] chriswacker.com
[1] linkedin.com
[1] ow.ly

Top Domains in Tweet in G10:
[34] co.uk
[20] dy.si
[11] linkedin.com
[4] twitter.com
[4] bah.com
[3] govtech.com
[2] fybr.com
[2] forbes.com
[1] amazon.com
[1] boozallen.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1924] govtech
[188] security
[186] cybersecurity
[182] ai
[170] stateandlocal
[135] data
[134] civictech
[133] smartcities
[125] technology
[120] iot



Top Hashtags in Tweet in G1:
[1] gapol

Top Hashtags in Tweet in G2:
[385] govtech
[168] stateandlocal
[160] cybersecurity
[123] security
[45] infosec
[43] smartcities
[42] cdwsocial
[40] data
[35] technews
[34] publicsafety

Top Hashtags in Tweet in G3:
[101] govtech
[13] ai
[12] civictech
[11] technology
[10] government
[9] localgov
[9] futureofgov
[9] smartcities
[7] cybersecurity
[7] egov

Top Hashtags in Tweet in G4:
[338] govtech
[40] govtechsummit
[29] ukgovtech
[24] semaineip
[16] edtech
[14] govstart2019
[9] startups
[8] data
[8] impactawards
[8] digital

Top Hashtags in Tweet in G5:
[58] govtech
[28] new
[28] report
[20] analytical
[18] govcon
[18] worldwide
[17] companies
[15] investors
[9] industry
[7] published

Top Hashtags in Tweet in G6:
[67] govtech
[17] cali
[10] opendata
[9] digitalisation
[7] gobiernoabierto
[6] gobabiertolac
[6] innovacion
[4] govtechsummit
[4] civictech
[4] digitalgov

Top Hashtags in Tweet in G7:
[336] govtech
[81] ukgovtech
[54] security
[25] ai
[21] cloud
[11] iotsecurity
[5] automation
[4] bigdata
[4] technews
[3] cyber

Top Hashtags in Tweet in G8:
[50] data
[49] technology
[24] govtech
[14] corruption
[4] china
[3] investinpeople
[2] transparency
[1] civictech
[1] opengov
[1] opencontracting

Top Hashtags in Tweet in G9:
[22] govtech
[7] socrata
[7] 5g
[4] localgov
[4] publicservices
[3] processautomation
[3] recordsmanagement
[3] ai
[3] cloud
[3] digitaltransformation

Top Hashtags in Tweet in G10:
[96] govtech
[35] cio
[35] ai
[32] iiot
[31] iot
[29] it
[28] technologyprospecting
[25] digitaltransformation
[25] corporateinvestment
[24] cloud

Top Words
Top Words in Tweet in Entire Graph:
[2774] Words in Sentiment List#1: Positive
[1318] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[97665] Non-categorized Words
[101757] Total Words
[1924] #govtech
[638] jennycohn1
[632] voting
[621] machines
[609] report

Top Words in Tweet in G1:
[635] jennycohn1
[617] voting
[617] machines
[541] senate
[541] report
[541] contains
[541] entirely
[541] redacted
[541] section
[540] assessing

Top Words in Tweet in G2:
[385] #govtech
[231] govtechnews
[168] #stateandlocal
[160] #cybersecurity
[123] #security
[109] data
[94] city
[93] more
[89] government
[80] today

Top Words in Tweet in G3:
[101] #govtech
[53] government
[49] govtech
[47] technology
[46] data
[45] more
[40] cybersecurity
[35] city
[31] public
[30] officer

Top Words in Tweet in G4:
[338] #govtech
[121] govtech
[95] ukauthority
[87] public
[77] france
[68] sommetgovtech
[56] diginomica
[54] public_team
[46] digital
[45] public_france

Top Words in Tweet in G5:
[58] #govtech
[49] dk_analytics
[31] aclima
[31] aidtechnology
[31] ambiencedata
[31] amcsgroup1
[31] auntbertha
[31] autogridsystems
[31] azavea
[31] blackberry

Top Words in Tweet in G6:
[67] #govtech
[33] govtech
[29] encuentro
[28] red
[21] américa
[21] latina
[20] oecdgov
[20] ocdeenespanol
[18] gobierno
[18] abierto

Top Words in Tweet in G7:
[336] #govtech
[116] diginomica
[84] news
[83] community
[81] #ukgovtech
[63] ukauthority
[54] #security
[52] govinfosecurity
[44] government
[43] data

Top Words in Tweet in G8:
[74] governments
[53] around
[50] world
[50] #data
[49] today
[49] millions
[49] people
[49] continue
[49] suffer
[49] poverty

Top Words in Tweet in G9:
[22] #govtech
[18] technology
[18] government
[14] socrata
[12] data
[12] tylertech
[12] platform
[11] evankirstel
[11] laserfiche
[11] using

Top Words in Tweet in G10:
[96] #govtech
[35] #cio
[35] #ai
[32] #iiot
[31] #iot
[29] #it
[28] kirkdborne
[28] #technologyprospecting
[27] tc_ventures
[25] #digitaltransformation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[619] voting,machines
[542] senate,report
[542] report,contains
[542] contains,entirely
[542] entirely,redacted
[542] redacted,section
[541] assessing,voting
[541] machines,senate
[541] section,russian
[541] russian,activity

Top Word Pairs in Tweet in G1:
[617] voting,machines
[541] senate,report
[541] report,contains
[541] contains,entirely
[541] entirely,redacted
[541] redacted,section
[540] assessing,voting
[540] machines,senate
[540] section,russian
[540] russian,activity

Top Word Pairs in Tweet in G2:
[142] #govtech,#stateandlocal
[35] login,required
[35] required,access
[32] access,news
[32] news,links
[32] links,over
[32] over,2400
[32] register,today
[30] latest,#technews
[27] #security,#govtech

Top Word Pairs in Tweet in G3:
[29] government,technology
[15] chief,algorithms
[15] creates,chief
[14] algorithms,officer
[14] officer,position
[13] york,city
[13] city,creates
[12] civic,tech
[10] 50,years
[10] collaboration,key

Top Word Pairs in Tweet in G4:
[92] #govtech,ukauthority
[55] #govtech,diginomica
[29] govtechcloud,#ukgovtech
[29] #ukgovtech,community
[29] community,news
[25] govtech,france
[22] dreamforce,2019
[20] public,sector
[19] services,publics
[18] start,ups

Top Word Pairs in Tweet in G5:
[31] aclima,aidtechnology
[31] aidtechnology,ambiencedata
[31] ambiencedata,amcsgroup1
[31] amcsgroup1,auntbertha
[31] auntbertha,autogridsystems
[31] autogridsystems,azavea
[31] azavea,blackberry
[31] blackberry,getblyncsy
[20] #analytical,#report
[20] dk_analytics,aclima

Top Word Pairs in Tweet in G6:
[21] américa,latina
[18] gobierno,abierto
[17] abierto,innovador
[14] #cali,segundo
[14] segundo,día
[14] día,trabajo
[14] trabajo,red
[14] red,ocdeenespanol
[14] ocdeenespanol,gobierno
[14] innovador,américa

Top Word Pairs in Tweet in G7:
[97] #govtech,diginomica
[81] #ukgovtech,community
[81] community,news
[63] #govtech,ukauthority
[52] #govtech,#security
[36] #govtech,govcomputing
[36] diginomica,diginomica_gov
[33] #govtech,publictech
[32] dreamforce,2019
[18] #govtech,#cloud

Top Word Pairs in Tweet in G8:
[50] around,world
[49] millions,people
[49] people,around
[49] world,continue
[49] continue,suffer
[49] suffer,poverty
[49] poverty,#data
[49] #data,#technology
[49] #technology,enable
[49] enable,governments

Top Word Pairs in Tweet in G9:
[10] usc,using
[10] data,platform
[10] platform,help
[10] help,government
[10] government,groups
[10] groups,research
[9] state,technology
[8] end,sight
[8] sight,firstnet
[8] firstnet,interoperability

Top Word Pairs in Tweet in G10:
[21] #iot,#iiot
[19] #iiot,#govtech
[12] #govtech,#statelocalit
[12] #bigdata,#datascience
[11] #cio,#cto
[9] duplication,#technology
[9] #technology,resources
[9] resources,within
[9] within,#government
[9] #government,blocks

Top Replied-To
Top Replied-To in Entire Graph:
@dk_analytics
@aclima
@birdride
@equalandallied1
@codeforbtv
@jmilei
@sommetgovtech
@actinolite
@us_cybercom
@talentsoft

Top Replied-To in G1:
@equalandallied1

Top Replied-To in G2:
@codeforbtv
@cityofsandiego
@la_comotion
@ncpublicsafety
@cityofpeculiar
@ladepthealth
@gopleader
@bettemidler
@marcorubio
@i4dzn

Top Replied-To in G4:
@birdride
@talentsoft
@pyduan
@axellelemaire
@mbgirard
@rolandberger
@sommetgovtech
@pix_officiel
@rombeaucher
@echiva

Top Replied-To in G5:
@dk_analytics
@aclima
@bryanglick
@codeforamerica
@sarasti

Top Replied-To in G6:
@jmilei
@podonovan
@psanabria
@lucasjolias

Top Replied-To in G7:
@fabriziobustama
@mycoloradogov

Top Replied-To in G10:
@actinolite

Top Mentioned
Top Mentioned in Entire Graph:
@jennycohn1
@govtechnews
@diginomica
@ukauthority
@sommetgovtech
@public_team
@douglittlejr
@billmew
@worldbank

Top Mentioned in G1:
@jennycohn1
@equalandallied1
@andrew_westrope
@lovetogive2
@segreenhalgh

Top Mentioned in G2:
@govtechnews
@douglittlejr
@dustinhaisler
@tryteckedin
@xynexis
@nascio
@bamitav
@govcso
@cityofmadisonit
@dellemc

Top Mentioned in G3:
@thecloudnetwork
@hybrid_circle
@nincoroby
@34northdrones
@logicalisus

Top Mentioned in G4:
@ukauthority
@sommetgovtech
@diginomica
@public_team
@public_france
@axellelemaire
@mew_era
@billmew
@govtechcloud
@alex_md

Top Mentioned in G5:
@dk_analytics
@aidtechnology
@ambiencedata
@amcsgroup1
@auntbertha
@autogridsystems
@azavea
@blackberry
@getblyncsy
@aclima

Top Mentioned in G6:
@oecdgov
@ocdeenespanol
@agendacaf
@stransparencia
@brazillab
@oscitylatam
@a_riverap
@lucasjolias
@enrique_za
@medium

Top Mentioned in G7:
@diginomica
@ukauthority
@govinfosecurity
@publictech
@govcomputing
@diginomica_gov
@billmew
@techuk
@govtech
@verizon

Top Mentioned in G8:
@worldbank
@wbg_gov
@wbg_ict
@yaso
@cuducos
@opencontracting
@wb_asiapacific
@quintagroup

Top Mentioned in G9:
@evankirstel
@tylertech
@socrata
@usc
@laserfiche
@techwirenet
@chriswacker1
@leagueofcities
@ronald_vanloon
@countyofla

Top Mentioned in G10:
@kirkdborne
@tc_ventures
@boozallen
@garnet8ltd
@spatialace
@smartcityc
@karenwygis
@vishalpanchal85
@medallia

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@oldlady12345
@arkangelscrap
@sectest9
@pandoraskids
@robre62
@geoffrey_payne
@gamergeeknews
@startupsbot
@evankirstel

Top Tweeters in G1:
@cindy_52s
@netminnow
@kenkircher1
@lovetogive2
@b140tweet
@purplegarter1
@publicoutcrysy
@loulachat
@penndragonart
@tadrow

Top Tweeters in G2:
@sectest9
@robre62
@gamergeeknews
@rvp
@santchiweb
@cybersec_feeds
@watchdogsniffer
@zftwarning
@mig30m6
@digitaldecoded1

Top Tweeters in G3:
@aldoceccarelli
@schestowitz
@thecloudnetwork
@carlesdijous
@drsonamsharma
@llsousa_
@johntheutahn
@saeedbaygi
@crm_cws_cloud
@suriyasubraman

Top Tweeters in G4:
@costeslioneler
@1kilroywashere
@rldi_lamy
@lesguer_lionel
@bcabanetwork
@sspxs
@scalarhumanity
@latribune
@joelgombin
@jedichaz

Top Tweeters in G5:
@channelnewsasia
@jennykim
@ridlrmum
@karenhunter
@meganesque
@warwickmansell
@cmegroup
@rgsiii
@amazon
@blackberry

Top Tweeters in G6:
@alcaldiadecali
@jmilei
@santisiri
@alxprince
@innpulsacol
@donrudi
@laurapaonessa
@jaypako
@vicecolombia
@doxarquia

Top Tweeters in G7:
@chidambara09
@myloc_tracker
@smoothsale
@debraruh
@ssxman2
@vesperuk
@longitude0
@silentseawolf
@hanslak
@wef

Top Tweeters in G8:
@eloycam2012
@entwistletx
@mjcoffeeholick
@egomezislas
@sheilamaestroz
@onelag
@suncemore1
@michael_oyakojo
@zoranhorus
@martinegayon

Top Tweeters in G9:
@evankirstel
@dancas2
@richsimmondsza
@colorstreamedia
@padididit
@cnn
@financialtimes
@thehipposhoe
@marcguberti
@ipfconline1

Top Tweeters in G10:
@arkangelscrap
@caring_mobile
@thecuriousluke
@kirkdborne
@datadrivencare
@fullnam35087976
@erudruida
@iottogether
@jeremy972i
@sboots