opengov, Twitter, 9/16/2021 3:22:11 PM, 262198


FAQ | Problem?

opengov_2021-09-16_07-42-37.xlsx
opengov_2021-09-16_07-42-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
opengov via NodeXL https://bit.ly/3lsFbx6
@andresvarela
@opengovpart
@catherineturcer
@digiphile
@smartctorg
@globalintegrity
@accountlab
@fivefreedoms
@opengov
@redmatriz

Top hashtags:
#opengov
#opendata
#뉴이욤횸
#nuest
#백호
#baekho
#강동호
#foia
#smartct

Description:
Description
The graph represents a network of 912 Twitter users whose tweets in the requested range contained "opengov", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 14:46 UTC.

The requested start date was Thursday, 16 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 21-hour, 16-minute period from Thursday, 02 September 2021 at 01:16 UTC to Wednesday, 15 September 2021 at 22:32 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 : 912
Unique Edges : 640
Edges With Duplicates : 1518
Total Edges : 2158
Number of Edge Types : 5
Retweet : 619
MentionsInRetweet : 839
Tweet : 224
Mentions : 394
Replies to : 82
Self-Loops : 236
Reciprocated Vertex Pair Ratio : 0.0414746543778802
Reciprocated Edge Ratio : 0.079646017699115
Connected Components : 117
Single-Vertex Connected Components : 42
Maximum Vertices in a Connected Component : 407
Maximum Edges in a Connected Component : 1173
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.436416
Graph Density : 0.00136008242340208
Modularity : 0.504199
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 912 Twitter users whose tweets in the requested range contained "opengov", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 September 2021 at 14:46 UTC.

The requested start date was Thursday, 16 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 21-hour, 16-minute period from Thursday, 02 September 2021 at 01:16 UTC to Wednesday, 15 September 2021 at 22:32 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 : opengov
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:
[46] https://opengov.seoul.go.kr/sanction/23634262
[28] https://opengovasia.com/data-analytics-key-to-u-s-postal-service-digital-transformation/
[17] https://www.globalintegrity.org/2021/09/01/live-beyond-transparency-participation-and-accountability/
[10] https://forms.gle/Wb8AH8Rv9kERhp5T6
[10] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DKEuKCQNcNn4&q=EgS4SO-bGLOxxYkGIhDi8swMP___7ULyiMtSsqWVMgFy
[7] https://opengov.ellak.gr/2021/09/07/dimosiefthike-i-meleti-tis-ee-schetika-me-ton-antiktipo-tou-anichtou-kodika/
[7] https://opengov.ellak.gr/2021/09/06/gaia-x-mia-protovoulia-gia-tin-edreosi-tis-psifiakis-anexartisias-tis-ee-meso-anikton-technologion/
[6] https://docs.google.com/forms/d/e/1FAIpQLSfqXXI30mtgpmrUqpDWZCf4XbAcNZx1bW7vpYhAMcOCfQCUYQ/viewform?usp=send_form&utm_content=bufferad9e1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://krisvl.com/week-34-2021-top-3-smart-city-news-in-asia/?utm_content=buffer57d33&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://dcps.dc.gov/page/open-government-and-foia-dcps

Top URLs in Tweet in G1:
[10] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DKEuKCQNcNn4&q=EgS4SO-bGLOxxYkGIhDi8swMP___7ULyiMtSsqWVMgFy
[4] http://theherdlocker.com/tweet/popularity/openGov
[3] https://www.opengovpartnership.org/es/documents/panama-action-plan-2021-2023/
[2] https://www.academia.edu/49927789/El_gobierno_abierto_en_America_Latina
[1] https://www.opengovpartnership.org/members/germany/
[1] https://www.opengovpartnership.org/stories/four-ways-the-ogp-global-summit-can-build-back-better-democracy/
[1] https://www.opengovpartnership.org/ogp-coalition-on-justice/
[1] https://www.opengovpartnership.org/wp-content/uploads/2021/09/Beneficial-Ownership-Transparency-Disclosure-Principles.pdf
[1] https://twitter.com/JohnPenroseNews/status/1433499506457382916
[1] https://www.opengovpartnership.org/stories/evaluating-ogps-potential-to-deliver-change

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=lwnZZTcC8-M

[1] https://twitter.com/burak_tamac/status/1437192944088408067

Top URLs in Tweet in G3:
[10] https://forms.gle/Wb8AH8Rv9kERhp5T6
[6] https://krisvl.com/week-34-2021-top-3-smart-city-news-in-asia/?utm_content=buffer57d33&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://docs.google.com/forms/d/e/1FAIpQLSfqXXI30mtgpmrUqpDWZCf4XbAcNZx1bW7vpYhAMcOCfQCUYQ/viewform?usp=send_form&utm_content=bufferad9e1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://docs.google.com/forms/d/e/1FAIpQLSfqXXI30mtgpmrUqpDWZCf4XbAcNZx1bW7vpYhAMcOCfQCUYQ/viewform?usp=send_form&utm_content=bufferc251d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://docs.google.com/forms/d/e/1FAIpQLSfqXXI30mtgpmrUqpDWZCf4XbAcNZx1bW7vpYhAMcOCfQCUYQ/viewform?usp=send_form&utm_content=buffere6d0a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://opendata.no
[1] https://calendly.com/laflamme
[1] https://twitter.com/RegenVillages/status/1438202327899336704
[1] https://docs.google.com/forms/d/e/1FAIpQLSfqXXI30mtgpmrUqpDWZCf4XbAcNZx1bW7vpYhAMcOCfQCUYQ/viewform?usp=send_form&utm_content=buffer3fd8d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://krisvl.com/data-literacy-in-smart-cities-why-it-is-important/?utm_content=buffer33a04&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[46] https://opengov.seoul.go.kr/sanction/23634262

Top URLs in Tweet in G5:
[3] https://twitter.com/catherineturcer/status/1433166575377465351
[2] https://twitter.com/CatherineTurcer/status/1437850694594318337
[1] https://www.dispatch.com/story/opinion/columns/guest/2021/09/15/geoff-wise-frank-larose-end-redistricting-charade/8323485002/
[1] https://twitter.com/jbalmert/status/1438151466334654465
[1] https://actionnetwork.org/letters/tell-the-ohio-redistricting-commission-to-set-a-schedule-for-maps-and-hearings
[1] https://twitter.com/JoshRultNews/status/1435640541627097088
[1] https://twitter.com/JoshRultNews/status/1437843168561704970

Top URLs in Tweet in G6:
[4] https://www.sesin.at/
[3] http://www.christianestay.com/2016/01/opendata-opengov-existe-apertura.html?spref=tw
[2] https://www.sesin.at/2021/09/08/philippine-bill-introduced-to-combat-cybercrimes-in-the-finance-sectors-opengov-asia-2/
[2] https://www.sesin.at/2021/09/08/philippine-bill-introduced-to-combat-cybercrimes-in-the-finance-sectors-opengov-asia/
[2] https://opengovasia.com/taiwan-india-artificial-intelligence-technology-innovation-research-centre/?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.christianestay.com/2016/11/la-mentira-politica.html?spref=tw
[2] https://opengov.sos.ri.gov/OpenMeetingsPublic/MeetingInformation?MeetingID=1012970
[2] https://libertyunyielding.com/2021/07/06/biden-administration-repeatedly-violated-freedom-of-information-act/
[1] https://opengovasia.com/exclusive-opengov-asia-breakfast-insight-leveraging-data-to-drive-innovation-in-customer-experience-and-business-operations/?utm_source=dlvr.it&utm_medium=twitter
[1] https://candicerodriguez.com/post/661513465649840128?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G7:
[5] https://dcps.dc.gov/page/open-government-and-foia-dcps
[2] https://datasette.io/
[1] https://simonwillison.net/2020/Jan/21/github-actions-cloud-run/
[1] https://www.opengovpartnership.org/stories/help-us-finalize-the-ogp-co-creation-and-participation-standards/
[1] https://open.usa.gov
[1] https://www.washingtonpost.com/politics/2021/02/23/capitol-riot-hearing-live-updates/#link-M6QBFBBST5AH7LKVR6PWFCBQKU
[1] https://www.documentcloud.org/documents/20490545-leopold-buzzfeed-writ-common-law-right-of-access-capitol-police
[1] https://twitter.com/sandramoscoso/status/1433504735307390983
[1] https://e-pluribusunum.org/2019/07/08/how-this-white-house-is-failing-to-engage-the-public-about-the-federal-data-strategy/#update
[1] https://twitter.com/digiphile/status/720611690052722689

Top URLs in Tweet in G8:
[17] https://www.globalintegrity.org/2021/09/01/live-beyond-transparency-participation-and-accountability/
[3] https://www.globalintegrity.org/2021/09/08/open-and-adaptive-september-reads/
[1] https://drive.google.com/file/d/1MpoElP23-P09zWQhZUHS_dZMuSrjFlvY/view?utm_source=google+drive&utm_medium=twitter&utm_campaign=BudgIT-Alan
[1] https://alkags.me/farmers-and-funders/
[1] https://anniversary.yourbudgit.com/

Top URLs in Tweet in G9:
[1] https://docs.google.com/forms/d/e/1FAIpQLScMheOb2Ppoml5j4O50rhPRsVQD21UrMubiT9YXVe859fbNHQ/viewform
[1] https://twitter.com/oluwaseyi_ademo/status/1434797952279719938
[1] https://accountabilitylab.org/accountability-incubator/

Top URLs in Tweet in G10:
[27] https://opengovasia.com/data-analytics-key-to-u-s-postal-service-digital-transformation/
[1] https://digitales.wien.gv.at/digital-days-2021/

Top Domains
Top Domains in Tweet in Entire Graph:
[63] opengovasia.com
[48] go.kr
[41] twitter.com
[41] google.com
[21] ellak.gr
[20] globalintegrity.org
[19] opengov.com
[16] opengovpartnership.org
[14] opengov.gr
[11] forms.gle

Top Domains in Tweet in G1:
[14] opengovpartnership.org
[10] google.com
[4] theherdlocker.com
[3] twitter.com
[3] gov.co
[2] pressrepublican.com
[2] nny360.com
[2] com.mx
[2] com.uy
[2] academia.edu

Top Domains in Tweet in G2:
[1] youtube.com
[1] twitter.com

Top Domains in Tweet in G3:
[22] google.com
[10] forms.gle
[8] krisvl.com
[2] opendata.no
[1] calendly.com
[1] twitter.com
[1] civictech.se
[1] github.com
[1] bertelsmann-stiftung.de
[1] youtube.com

Top Domains in Tweet in G4:
[46] go.kr

Top Domains in Tweet in G5:
[8] twitter.com
[1] dispatch.com
[1] actionnetwork.org

Top Domains in Tweet in G6:
[16] opengovasia.com
[8] sesin.at
[6] christianestay.com
[6] ri.gov
[6] dlvr.it
[5] opengov.com
[3] thecybernewsfeed.com
[2] candicerodriguez.com
[2] twitter.com
[2] neurons.ai

Top Domains in Tweet in G7:
[5] dc.gov
[4] twitter.com
[2] datasette.io
[2] washingtonpost.com
[2] data.gov
[2] youtube.com
[1] simonwillison.net
[1] opengovpartnership.org
[1] usa.gov
[1] documentcloud.org

Top Domains in Tweet in G8:
[20] globalintegrity.org
[1] google.com
[1] alkags.me
[1] yourbudgit.com

Top Domains in Tweet in G9:
[1] google.com
[1] twitter.com
[1] accountabilitylab.org

Top Domains in Tweet in G10:
[27] opengovasia.com
[1] gv.at

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[327] opengov
[52] opendata
[46] 뉴이욤횸
[46] nuest
[46] 백호
[46] baekho
[46] 강동호
[37] foia
[33] smartct
[30] datascience



Top Hashtags in Tweet in G1:
[95] opengov
[21] gobiernoabierto
[14] germany
[10] democracyweek2021
[4] ogp
[4] catalunya
[3] wateropengov
[2] opendata
[1] openalgorithms
[1] ogpde

Top Hashtags in Tweet in G2:
[2] ftx
[1] bygones

Top Hashtags in Tweet in G3:
[33] smartct
[33] opengov
[27] opendata
[24] smartcities
[24] opensource
[19] foss
[17] smartcity
[10] lpi
[10] lpic
[9] education

Top Hashtags in Tweet in G4:
[46] 뉴이욤횸
[46] nuest
[46] 백호
[46] baekho
[46] 강동호

Top Hashtags in Tweet in G5:
[13] opengov
[12] fairmaps
[1] tiredofwaiting

Top Hashtags in Tweet in G6:
[14] opengov
[5] technology
[4] opendata
[3] ai
[3] futureofag
[3] agriculture
[3] cybernews
[3] thecybernewsfeed
[2] intoainews
[2] machinelearning

Top Hashtags in Tweet in G7:
[18] opengov
[3] opendata
[2] foia
[2] congressdotgov
[1] ddj
[1] eo1440

Top Hashtags in Tweet in G8:
[10] opengov
[7] adaptdev
[1] 10yearsofbudgit
[1] budgitat10
[1] systems
[1] learning
[1] fiscalgov
[1] opendata

Top Hashtags in Tweet in G9:
[8] accountabilityincubator
[3] opengov
[2] opportunityyouth
[1] learning
[1] accountability
[1] governance
[1] accountapreneurs
[1] democracyweek2021

Top Hashtags in Tweet in G10:
[27] datascience
[5] didays21
[3] data
[2] business
[2] dataanalytics
[2] bigdata
[2] machinelearning
[2] coding
[2] java
[2] python

Top Words
Top Words in Tweet in Entire Graph:
[1072] î
[327] #opengov
[230] ì
[138] í
[131] public
[129] opengov
[110] data
[101] asia
[93] opengovpart
[92] #ë

Top Words in Tweet in G1:
[95] #opengov
[84] opengovpart
[72] ogp
[39] redmatriz
[33] co
[32] abierto
[30] around
[24] gobierno
[20] #gobiernoabierto
[19] more

Top Words in Tweet in G2:
[22] liberty_opengov
[18] rohunvora
[8] cryptowhale
[7] btc
[5] feed
[5] family
[5] money
[5] currency
[4] week
[3] 10

Top Words in Tweet in G3:
[67] smartctorg
[40] register
[37] september
[37] 18
[34] join
[33] #smartct
[33] #opengov
[29] freedom
[29] more
[27] #opendata

Top Words in Tweet in G4:
[230] ì
[138] í
[92] #ë
[92] ìš
[92] ë
[46] 210902
[46] baek
[46] íš
[46] #nuest
[46] #baekho

Top Words in Tweet in G5:
[68] ohio
[49] catherineturcer
[40] public
[33] districts
[31] process
[30] voters
[30] expected
[30] transparent
[30] deliberation
[30] proposed

Top Words in Tweet in G6:
[41] opengov
[41] asia
[14] #opengov
[9] technology
[8] open
[8] meeting
[7] innovation
[6] smart
[6] more
[6] city

Top Words in Tweet in G7:
[18] #opengov
[9] public
[8] digiphile
[8] please
[7] data
[7] information
[6] whitehouse
[6] ombpress
[6] commitment
[5] documents

Top Words in Tweet in G8:
[17] feedback
[16] forward
[16] looking
[15] alanhudson1
[15] transparency
[15] participation
[15] accountability
[13] beyond
[12] globalintegrity
[10] #opengov

Top Words in Tweet in G9:
[30] applications
[30] good
[30] idea
[30] building
[30] transparency
[28] accountlab
[24] accountability
[22] incubator
[22] #2022
[22] open

Top Words in Tweet in G10:
[32] digital
[32] gt
[27] #datascience
[27] data
[27] analytics
[27] key
[27] postal
[27] service
[27] transformation
[27] opengov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[778] î,î
[99] opengov,asia
[92] ì,ìš
[48] î,îºî
[47] îºî,î
[46] 210902,baek
[46] baek,#ë
[46] #ë,ì
[46] ìš,íš
[46] íš,#nuest

Top Word Pairs in Tweet in G1:
[21] gobierno,abierto
[15] over,last
[15] last,two
[15] two,years
[15] years,ogp
[15] ogp,updating
[15] updating,ogp
[15] ogp,participation
[15] participation,co
[15] co,creation

Top Word Pairs in Tweet in G2:
[16] liberty_opengov,rohunvora
[4] feed,family
[3] matthewkuraja,benthecarman
[2] week,10
[2] 10,feed
[2] andyyen,technoitch
[2] technoitch,bitpaintclub
[2] bitpaintclub,protonmail
[2] tor,default
[2] cryptowhale,josetaverasmd

Top Word Pairs in Tweet in G3:
[37] september,18
[32] register,#smartct
[25] 18,register
[22] #opengov,#opensource
[20] join,september
[18] #smartct,#opengov
[17] software,freedom
[17] #opensource,#opendata
[17] #opendata,#smartcity
[15] #smartcity,#smartcities

Top Word Pairs in Tweet in G4:
[92] ì,ìš
[46] 210902,baek
[46] baek,#ë
[46] #ë,ì
[46] ìš,íš
[46] íš,#nuest
[46] #nuest,#ë
[46] #ë,í
[46] í,#baekho
[46] #baekho,#ê

Top Word Pairs in Tweet in G5:
[43] catherineturcer,ohio
[30] ohio,voters
[30] voters,expected
[30] expected,transparent
[30] transparent,process
[30] process,public
[30] public,deliberation
[30] deliberation,proposed
[30] proposed,voting
[30] voting,districts

Top Word Pairs in Tweet in G6:
[39] opengov,asia
[6] artificial,intelligence
[4] asia,opengov
[4] philippine,bill
[4] bill,introduced
[4] introduced,combat
[4] combat,cybercrimes
[4] cybercrimes,finance
[4] finance,sectors
[4] sectors,opengov

Top Word Pairs in Tweet in G7:
[5] part,commitment
[5] commitment,#opengov
[5] #opengov,mayorbowser
[5] mayorbowser,councilofdc
[5] councilofdc,please
[5] please,direct
[5] direct,octodc
[4] folks,over
[4] over,buzzfeednews
[4] buzzfeednews,suing

Top Word Pairs in Tweet in G8:
[16] forward,looking
[16] looking,feedback
[15] transparency,participation
[15] participation,accountability
[13] beyond,transparency
[13] accountability,forward
[10] globalintegrity,beyond
[9] 10th,anniversary
[9] feedback,alanhud
[8] happy,10th

Top Word Pairs in Tweet in G9:
[30] good,idea
[30] idea,building
[30] building,transparency
[22] applications,accountability
[22] accountability,incubator
[22] incubator,#2022
[22] #2022,open
[22] open,good
[20] accountlab,applications
[13] transparency,acco

Top Word Pairs in Tweet in G10:
[27] #datascience,data
[27] data,analytics
[27] analytics,key
[27] key,postal
[27] postal,service
[27] service,digital
[27] digital,transformation
[27] transformation,opengov
[27] opengov,asia
[27] asia,gt

Top Replied-To
Top Replied-To in Entire Graph:
@liberty_opengov
@cryptowhale
@ottemataylor
@opengovpart
@aodemocracies
@ombpress
@gi_o_ponos
@cowmen57
@stellioskt4
@vickyfnd

Top Replied-To in G1:
@opengovpart
@thepaulv
@futilityfunc

Top Replied-To in G2:
@liberty_opengov
@cryptowhale
@ottemataylor
@___hounds
@rohunvora
@andyyen
@peterschiff
@acosta
@peter_seals
@reemost

Top Replied-To in G7:
@ombpress

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@smartctorg
@catherineturcer
@baekup0721
@redmatriz
@accountlab
@pdh_scitechnews
@jpeebles
@eellak
@rohunvora

Top Mentioned in G1:
@opengovpart
@redmatriz
@diplogobabierto
@melrobrt
@laura_tamia
@govxdigital
@gigapp
@red
@f_fusterfabra
@opengovgermany

Top Mentioned in G2:
@rohunvora
@liberty_opengov
@matthewkuraja
@benthecarman
@ftx_official
@sbf_ftx
@technoitch
@bitpaintclub
@protonmail
@josetaverasmd

Top Mentioned in G3:
@smartctorg
@lpiconnect
@opendatasociety
@singapore
@govdirectory
@nasa
@traceylauriault
@kejobuchanan
@futurevillages
@opengovpart

Top Mentioned in G4:
@baekup0721

Top Mentioned in G5:
@catherineturcer
@jesscdickinson
@commoncauseohio
@ohfaircourts

Top Mentioned in G6:
@pairsonnalitesu
@hansfbader

Top Mentioned in G7:
@digiphile
@whitehouse
@mayorbowser
@councilofdc
@octodc
@ombpress
@buzzfeednews
@capitolpolice
@opengovpart

Top Mentioned in G8:
@alanhudson1
@globalintegrity
@budgitng
@alanhud
@hewlett_found
@gabsyngreat
@alkags
@tainitiative
@onthinktanks

Top Mentioned in G9:
@accountlab
@opengovpart

Top Mentioned in G10:
@pdh_scitechnews
@digitaleswien
@dataworkout

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@pairsonnalitesu
@robre62
@1denmadrid
@javascriptd
@docwashburn
@asher_wolf
@amyayers16
@artificialbra1n
@carrybeyond

Top Tweeters in G1:
@theatlantic
@carlosruz_f
@akintonmide
@f_fusterfabra
@tiyanitee
@rudycedenho
@arthursmid
@donrudi
@rudolflegat
@deliaferreira

Top Tweeters in G2:
@andyypants
@acosta
@jessebrown
@benthecarman
@peterschiff
@cryptowhale
@protonmail
@sbf_ftx
@jimlaporta
@vitalikbuterin

Top Tweeters in G3:
@discovertech3
@the404code
@opensource_orgs
@smartecocity
@codeforpdx
@pythonroboto
@nasa
@scibot6
@thej
@andersonmavi30

Top Tweeters in G4:
@mybae721_
@namn78
@jeanko_nu
@yuux2l
@dhbhyaho
@jeepzo
@injeonghj1
@crystaleye09
@_95721
@shy_eyesmile

Top Tweeters in G5:
@amyayers16
@avonan
@brooklynmarie
@persephinae
@cindisplace
@happychichester
@woeissports
@ohiobats
@kisstheearth
@drjohncav

Top Tweeters in G6:
@pairsonnalitesu
@www_sesin_at
@wolfgangsesin
@milocamj
@robodefencebird
@dicerod
@1nterestingtech
@cleanacresctc
@cybsecbot
@urbanvn

Top Tweeters in G7:
@washingtonpost
@ericgeller
@meowrowrie
@buzzfeednews
@digiphile
@thesiliconhill
@jaggeree
@plainsite
@simonw
@dcpublicschools

Top Tweeters in G8:
@obyezeks
@seunonigbinde
@abbasmansur1
@bolarinwaiyanu
@budgitng
@alkags
@devpolicy
@onthinktanks
@alanhudson1
@oso

Top Tweeters in G9:
@ricardo_ik_ahau
@okokoowen
@bakowhyte
@nyagu_thii
@wanguluallan
@accountlab
@blairglencorse
@nadianavi
@decodecent2
@incubatorbay

Top Tweeters in G10:
@chidambara09
@ipythonistabot
@hubofml
@djangobot_
@fabriciosx
@godfrey_g_
@100daysof2020
@fortivus
@digitaltransf11
@pdh_scitechnews