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opengov_2020-01-08_17-36-05.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
January 09, 2020
Short Description:
opengov via NodeXL http://bit.ly/2sQSOyT
@opengovpart
@digiphile
@liberty_opengov
@presssec
@asidweber
@budgitng
@yinkanubi
@opengov
@lauramcshanecle
@sirharoldwafula

Top hashtags:
#opengov
#opendata
#gobiernoabierto
#transparency
#civilservice
#foia
#blockchain

Description:
Description
The graph represents a network of 1,162 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, 09 January 2020 at 01:36 UTC.

The requested start date was Thursday, 09 January 2020 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 13-day, 6-hour, 57-minute period from Thursday, 26 December 2019 at 07:40 UTC to Wednesday, 08 January 2020 at 14:37 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 : 1162
Unique Edges : 1499
Edges With Duplicates : 501
Total Edges : 2000
Number of Edge Types : 4
Mentions : 724
MentionsInRetweet : 994
Tweet : 180
Replies to : 102
Self-Loops : 180
Reciprocated Vertex Pair Ratio : 0.0242782152230971
Reciprocated Edge Ratio : 0.0474055092889174
Connected Components : 121
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 590
Maximum Edges in a Connected Component : 1224
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.91593
Graph Density : 0.00115708311281301
Modularity : 0.728112
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 1,162 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, 09 January 2020 at 01:36 UTC.

The requested start date was Thursday, 09 January 2020 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 13-day, 6-hour, 57-minute period from Thursday, 26 December 2019 at 07:40 UTC to Wednesday, 08 January 2020 at 14:37 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:
[15] https://opengov.ellak.gr/2020/01/02/erevna-tou-observatory-of-public-sector-innovation-tou-oecd-gia-tin-techniti-noimosini-sto-dimosio-tomea/
[12] https://coloradofoic.org/cfoics-year-in-review-2019-encrypted-police-radios-open-internal-affairs-records-deleted-emails/
[9] https://www.opengovpartnership.org/learning/perspectives/
[8] https://www.eventbrite.com/e/open-data-service-delivery-panel-world-cafe-tickets-86892781649
[7] https://pad.okfn.de/p/Hackday_Moers20
[6] https://www.academia.edu/40341312/Las_pol%C3%ADticas_de_gobierno_abierto_en_el_contexto_Iberoamericano
[6] http://www.whitehouse.gov/live
[5] https://www.academia.edu/41436128/La_Transparencia_Marco_conceptual
[5] https://voice.global/call-for-proposal/from-open-to-inclusive-governance-global-innovate-and-learn-grant-v-1885-xg-il/
[5] https://apolitical.co/solution_article/the-2020-vision-for-open-government/

Top URLs in Tweet in G1:
[9] https://www.opengovpartnership.org/learning/perspectives/
[6] https://www.academia.edu/40341312/Las_pol%C3%ADticas_de_gobierno_abierto_en_el_contexto_Iberoamericano
[5] https://www.academia.edu/41436128/La_Transparencia_Marco_conceptual
[2] https://apolitical.co/solution_article/the-2020-vision-for-open-government/
[1] https://www.youtube.com/playlist?list=PLIBJPNgivETYG8C6Buk-XhETAXh-qefU2

[1] https://www.opengovpartnership.org/learning/resources/
[1] https://www.opengovpartnership.org/members/seychelles/
[1] https://www.opengovpartnership.org/ogp-webinars/
[1] https://www.opengovpartnership.org/newsletters/ogp-newsletter/
[1] https://www.opengovpartnership.org/about/careers-and-opportunities/program-officer-global/

Top URLs in Tweet in G2:
[1] https://twitter.com/adumdriver/status/1210342811574448130
[1] https://twitter.com/goangelo/status/1212938627279466503

Top URLs in Tweet in G3:
[5] https://e-pluribusunum.org/2019/12/20/the-us-government-should-preserve-the-social-media-history-of-officials-not-delete-them/
[2] https://e-pluribusunum.org/2019/12/31/great-act-news-open-federal-grant-data-is-the-default-in-the-usa/
[2] https://governing.digital/2019/12/17/governing-digital-in-2020/
[2] https://www.data.gov/contact#request
[2] https://www.wsj.com/articles/yes-ordinary-citizens-can-decide-complex-issues-1533310053
[1] https://twitter.com/realDonaldTrump/status/210423753388208128?s=20
[1] https://twitter.com/michelleinbklyn/status/1214362088405184513
[1] https://e-pluribusunum.org/2013/05/08/open-government-data-press-freedom/
[1] https://twitter.com/markszaidesq/status/1211025265259876352
[1] https://e-pluribusunum.org/2019/07/08/how-this-white-house-is-failing-to-engage-the-public-about-the-federal-data-strategy/

Top URLs in Tweet in G4:
[4] https://twitter.com/mayvortega/status/1211079171553681409
[3] https://www.dailylobo.com/article/2019/12/unm-journalism-department-criticized-by-spj-nahj
[2] https://www.santafenewmexican.com/news/local_news/unm-clashing-with-student-journalists-over-public-records/article_a2c8be9c-28c5-11ea-9d01-ab9b78430600.html
[1] https://twitter.com/ryanmlowery/status/1214685471223058434
[1] https://twitter.com/prokopdani/status/1210347325631037441
[1] https://www.abqjournal.com/1405779
[1] https://www.santafenewmexican.com/opinion/editorials/asking-for-records-is-what-good-journalists-do/article_ffec94a6-2da5-11ea-8a2c-474af5f3e142.html
[1] https://coloradofoic.org/cfoics-year-in-review-2019-encrypted-police-radios-open-internal-affairs-records-deleted-emails/
[1] https://twitter.com/ryanmlowery/status/1210404790175293441

Top URLs in Tweet in G5:
[2] http://www.opengov.gr/ypaat/?p=2259
[2] https://stories.opengov.com/illinoistreasurer/published/95gvCe0XZ
[1] http://www.opengov.gr/minlab/?p=4365
[1] https://twitter.com/puntofisso/status/1210849207143354368
[1] https://twitter.com/CapCollectif/status/1211651990687830017
[1] http://www.opengov.gr/yptp/?p=2563
[1] https://datalab.usaspending.gov/americas-finance-guide/debt/index.html
[1] https://forimmediaterelease.net/opengov-selected-to-improve-efficiency-transparency-in-manatee-county-fl-711234/
[1] https://stocksnewsfeed.com/pr-newswire/opengov-selected-to-improve-efficiency-transparency-in-manatee-county-fl/?utm_source=dlvr.it&utm_medium=twitter
[1] https://stories.opengov.com/cityofvallejo/published/x7Bphspwg

Top URLs in Tweet in G6:
[7] https://www.eventbrite.com/e/open-data-service-delivery-panel-world-cafe-tickets-86892781649
[3] https://apolitical.co/solution_article/the-2020-vision-for-open-government/
[2] https://twitter.com/apoliticalco/status/1213042820287803392
[2] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3478005
[2] https://www.sciencedirect.com/science/article/pii/S1877343519301010
[2] https://www.globalintegrity.org/2019/06/17/opendata/
[1] https://www.project-syndicate.org/commentary/conditions-for-information-to-improve-rural-governance-by-katrina-kosec-and-leonard-wantchekon-2019-12
[1] https://www.globalintegrity.org/2016/01/21/the-value-of-open-governance-adaptive-learning-and-development/
[1] https://medium.com/@Morchickit/from-enthusiasm-to-stagnation-the-tale-of-two-countries-ahead-of-the-ogp19-summit-85da318a3312
[1] https://openknowledge.worldbank.org/handle/10986/31800

Top URLs in Tweet in G8:
[1] https://twitter.com/puntofisso/status/1210609530800881664

Top URLs in Tweet in G9:
[5] https://medium.com/@eraser/how-businesses-governments-can-prosper-with-blockchain-ai-slideshare-a894aa90ac8c?source=friends_link&sk=a2b400863f0e8d1d6179225a5abfb8d8
[5] https://medium.com/@eraser/social-blockchain-revolution-59e49b34f7f7?source=friends_link&sk=9767561adb03a49a8da3baa82cdb2768
[5] https://e-learning-teleformacion.blogspot.com/2019/11/daniel-innerarity-la-inteligencia-de-la.html
[2] https://e-learning-teleformacion.blogspot.com/2011/03/kfe03-convocatoria-kfe-simultaneo-15-de.html
[2] https://medium.com/@eraser/beyond-bitcoin-enabling-smart-government-using-blockchain-technology-e43e02d406cb
[2] https://medium.com/@eraser/the-future-of-governance-9522b2d0ef84?source=friends_link&sk=48fe42c7c2bd55f2478ec1f0aedb0ac0
[1] https://medium.com/@eraser/talentchain-the-trusted-talent-ecosystem-faf1cbd69f54
[1] https://medium.com/@eraser/spanishrevolution-15m-occupywallstreet-citizen-science-revolution-martin-ballestrini-54edb050be72?source=friends_link&sk=13e677f61b3499c37c7f73fec736eb39
[1] http://e-learning-teleformacion.blogspot.com/2019/02/network-mapping-ecosystem-marc-smith.html
[1] https://medium.com/@eraser/when-ostrom-meets-blockchain-exploring-the-potentials-of-blockchain-for-commons-governance-413ce7ac0fcd?source=friends_link&sk=a1a767714269152d00264afb3b92de51

Top URLs in Tweet in G10:
[2] http://REALNEO.us
[1] http://realneo.us/content/michelangelo-exhibition-cma-draws-huge-crowds
[1] https://twitter.com/seiu1199wvkyoh/status/1213117738845179911?s=20
[1] https://sunlightfoundation.com/2020/01/02/farewell-and-thanks-from-the-web-integrity-project/

Top Domains
Top Domains in Tweet in Entire Graph:
[62] twitter.com
[30] medium.com
[19] opengov.com
[18] opengovpartnership.org
[18] ellak.gr
[15] academia.edu
[13] opengov.gr
[12] coloradofoic.org
[10] e-pluribusunum.org
[9] blogspot.com

Top Domains in Tweet in G1:
[17] opengovpartnership.org
[14] academia.edu
[2] youtube.com
[2] apolitical.co
[1] instagram.com
[1] medium.com
[1] github.com
[1] twitter.com

Top Domains in Tweet in G2:
[2] twitter.com

Top Domains in Tweet in G3:
[10] e-pluribusunum.org
[9] twitter.com
[3] data.gov
[2] governing.digital
[2] sunlightfoundation.com
[2] wsj.com
[1] globalintegrity.org
[1] eventbrite.com
[1] worldbank.org
[1] medium.com

Top Domains in Tweet in G4:
[7] twitter.com
[3] dailylobo.com
[3] santafenewmexican.com
[1] abqjournal.com
[1] coloradofoic.org

Top Domains in Tweet in G5:
[13] twitter.com
[6] ri.gov
[4] opengov.gr
[3] opengov.com
[3] ellak.gr
[1] usaspending.gov
[1] forimmediaterelease.net
[1] stocksnewsfeed.com
[1] epa.gov
[1] go.kr

Top Domains in Tweet in G6:
[7] eventbrite.com
[3] apolitical.co
[3] twitter.com
[3] globalintegrity.org
[2] ssrn.com
[2] sciencedirect.com
[1] project-syndicate.org
[1] medium.com
[1] worldbank.org
[1] opengovpartnership.org

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[20] medium.com
[9] blogspot.com

Top Domains in Tweet in G10:
[3] realneo.us
[1] twitter.com
[1] sunlightfoundation.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[490] opengov
[100] opendata
[39] gobiernoabierto
[38] transparency
[34] civilservice
[27] foia
[23] blockchain
[14] ogpcanada
[14] psyops
[14] psychologie



Top Hashtags in Tweet in G1:
[67] opengov
[31] gobiernoabierto
[14] ogpcanada
[6] python
[6] transparencia
[4] openstate
[4] rendicióndecuentas
[2] pagof
[2] opendata
[2] seychelles

Top Hashtags in Tweet in G2:
[1] kylorendefeatstrump2020
[1] releasethetranscripts
[1] toast
[1] jiujitsupolitics
[1] bringit
[1] trumpslittlebitch
[1] dontfallforit
[1] pilotfish
[1] loser

Top Hashtags in Tweet in G3:
[37] opengov
[6] opendata
[5] demopart
[3] sortition
[2] hr150
[1] opensource
[1] justfacts
[1] civictech
[1] canada
[1] policydesign

Top Hashtags in Tweet in G4:
[22] opengov
[14] abq
[5] ipra
[4] unm
[4] nmpol
[4] transparency
[3] journalism
[2] accountability
[2] publicrecords
[2] quotes

Top Hashtags in Tweet in G5:
[26] opengov
[3] transparency
[2] greece
[2] foia
[2] datosabiertos
[2] infogov
[2] ai
[2] iltreasurer
[1] paris10
[1] paris18

Top Hashtags in Tweet in G6:
[16] opengov
[6] opengovernment
[3] opendata
[3] citizensassembly
[2] cali
[1] climatechange
[1] machinelearning
[1] privacy
[1] surveilance
[1] chile

Top Hashtags in Tweet in G7:
[32] opengov

Top Hashtags in Tweet in G8:
[34] opendata
[34] civilservice
[1] opengov

Top Hashtags in Tweet in G9:
[32] opengov
[22] blockchain
[13] government
[11] rankingodata
[10] fintech
[8] dadesobertes
[8] governobert
[8] digitaltransformation
[7] tic
[6] open

Top Hashtags in Tweet in G10:
[13] opengov
[7] transparency
[2] opendata
[1] cle
[1] taxpayers
[1] newyearsresolutions
[1] corruption
[1] dysfunction
[1] libraries
[1] democracy

Top Words
Top Words in Tweet in Entire Graph:
[692] Words in Sentiment List#1: Positive
[265] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[24821] Non-categorized Words
[25784] Total Words
[1438] î
[490] #opengov
[150] public
[134] open
[130] government

Top Words in Tweet in G1:
[78] opengovpart
[67] #opengov
[53] ogp
[48] government
[39] gobierno
[38] global
[37] diplogobabierto
[31] #gobiernoabierto
[30] year
[29] open

Top Words in Tweet in G2:
[22] realdonaldtrump
[15] liberty_opengov
[7] down
[6] axios
[6] ivankatrump
[6] nytimes
[6] shoot
[5] trump
[5] chrislhayes
[4] house

Top Words in Tweet in G3:
[37] #opengov
[30] digiphile
[26] upon
[24] more
[16] epluribusunum
[13] reported
[13] sought
[13] relied
[13] chuckgrassleyâ
[13] support

Top Words in Tweet in G4:
[31] unm
[30] ryanmlowery
[27] journalism
[22] public
[22] records
[22] #opengov
[21] david
[19] more
[14] #abq
[14] please

Top Words in Tweet in G5:
[222] î
[26] #opengov
[14] ïƒî
[8] opengov
[7] îºî
[7] ì
[7] see
[6] ïƒï
[6] îµï
[6] public

Top Words in Tweet in G6:
[17] open
[16] #opengov
[10] gavinhayman_gw
[10] 2020
[9] josephpowell
[9] data
[9] great
[8] shared
[7] together
[7] morchickit

Top Words in Tweet in G7:
[32] #opengov
[31] akorive001
[31] public
[31] sector
[31] reform
[31] pro
[31] masses
[31] human
[31] dev
[31] advocacies

Top Words in Tweet in G8:
[34] hello
[34] saturday
[34] morning
[34] crowd
[34] hiring
[34] two
[34] data
[34] folks
[34] please
[34] take

Top Words in Tweet in G9:
[45] blockchain
[32] #opengov
[28] social
[22] #blockchain
[21] eraser
[16] revolution
[14] impacto
[14] melissa
[14] melissa_renau
[14] in3_uoc

Top Words in Tweet in G10:
[13] #opengov
[8] project
[7] clecitycouncil
[7] #transparency
[7] sunfoundation
[5] work
[4] see
[4] end
[3] lauramcshanecle
[3] clevelandbrocks

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1110] î,î
[54] open,government
[49] ïƒï,î
[48] î,ïƒï
[47] public,sector
[39] îºî,î
[37] î,ïƒî
[36] public,records
[36] îµï,î
[34] hello,saturday

Top Word Pairs in Tweet in G1:
[29] open,government
[17] year,expect
[17] expect,open
[17] government,activism
[17] activism,connect
[17] connect,more
[17] more,visibly
[17] visibly,struggle
[17] struggle,democratic
[17] democratic,values

Top Word Pairs in Tweet in G2:
[4] judomcpug,axios
[4] wikkid_buc,msallison
[4] msallison,photuris777
[4] photuris777,clutzyyy
[4] clutzyyy,jayberringer
[4] jayberringer,bungalowbillcom
[4] bungalowbillcom,chrislhayes
[3] jleighton22,trumpjew
[3] trumpjew,realdonaldtrump
[3] bravanojb14,nytimes

Top Word Pairs in Tweet in G3:
[13] reported,upon
[13] upon,sought
[13] sought,relied
[13] relied,upon
[13] upon,chuckgrassleyâ
[13] chuckgrassleyâ,support
[13] support,whistleblowing
[13] whistleblowing,foia
[13] foia,reform
[13] reform,#opengov

Top Word Pairs in Tweet in G4:
[24] unm,journalism
[21] public,records
[11] emails,obtained
[11] david,weiss
[11] dude,reporter
[11] reporter,needs
[11] needs,feel
[11] feel,warm
[11] warm,fuzzy
[11] fuzzy,toward

Top Word Pairs in Tweet in G5:
[173] î,î
[10] î,ïƒî
[9] ïƒî,î
[7] îºî,î
[6] î,îµï
[6] î,îºî
[6] see,agenda
[5] î,ïƒï
[5] meeting,today
[5] today,january

Top Word Pairs in Tweet in G6:
[8] open,data
[7] robinhodess,josephpowell
[7] data,service
[7] service,delivery
[7] delivery,great
[7] great,event
[7] event,opengovhub
[7] opengovhub,00pm
[7] 00pm,7th
[7] 7th,january

Top Word Pairs in Tweet in G7:
[31] #opengov,public
[31] public,sector
[31] sector,reform
[31] reform,pro
[31] pro,masses
[31] masses,human
[31] human,dev
[31] dev,advocacies
[31] advocacies,2019
[31] 2019,year

Top Word Pairs in Tweet in G8:
[34] hello,saturday
[34] saturday,morning
[34] morning,crowd
[34] crowd,hiring
[34] hiring,two
[34] two,data
[34] data,folks
[34] folks,please
[34] please,take
[34] take,look

Top Word Pairs in Tweet in G9:
[14] social,blockchain
[14] blockchain,revolution
[14] revolution,blockchain
[14] impacto,social
[14] social,melissa
[14] melissa,melissa_renau
[14] melissa_renau,in3_uoc
[14] in3_uoc,dimmonsnet
[13] blockchain,generación
[13] generación,impacto

Top Word Pairs in Tweet in G10:
[4] #opengov,#transparency
[3] clevelandbrocks,robertvhiggs
[3] robertvhiggs,clevelanddotcom
[3] #transparency,#opengov
[3] sad,see
[3] see,project
[3] project,end
[3] end,great
[3] great,work
[3] work,project

Top Replied-To
Top Replied-To in Entire Graph:
@liberty_opengov
@realdonaldtrump
@mattwaite
@potus
@billkristol
@cabralita
@lietzkow
@opengov
@bravanojb14
@natesilver538

Top Replied-To in G1:
@rvalencia_a

Top Replied-To in G2:
@liberty_opengov
@realdonaldtrump
@natesilver538
@bravanojb14
@billkristol
@newyorker
@jeffreyguterman
@jleighton22
@axios
@judomcpug

Top Replied-To in G3:
@potus
@kfogel

Top Replied-To in G4:
@bryantfurlow
@lola314159

Top Replied-To in G7:
@akorive001

Top Replied-To in G10:
@racheldissell
@outspokncyclist
@jeffsleasman
@clevelandbrocks
@steven_litt
@opengovpart
@melaniesklarz
@natgeoeducation
@ericsandy

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@diplogobabierto
@opengov44
@puntofisso
@digiphile
@ryanmlowery
@akorive001
@redmatriz
@eraser
@realdonaldtrump

Top Mentioned in G1:
@opengovpart
@diplogobabierto
@redmatriz
@gdsteam
@govuk
@spradhanogp
@luminategroup
@accountlab
@budgitng
@ppmonitorng

Top Mentioned in G2:
@realdonaldtrump
@ivankatrump
@nytimes
@axios
@chrislhayes
@vp
@senatemajldr
@dnc
@msallison
@photuris777

Top Mentioned in G3:
@digiphile
@epluribusunum
@whitehouse
@usgsa
@opengov
@opengovpart
@potus
@mic
@participatory

Top Mentioned in G4:
@ryanmlowery
@unm
@spjriogrande
@nmfog
@just516garc
@dailylobo
@nahj_newmexico
@algernonwrites
@dillonmullan

Top Mentioned in G6:
@gavinhayman_gw
@josephpowell
@morchickit
@donrudi
@robinhodess
@georg_neu
@opengovhub
@timdavies
@opengovpart
@opendatacharter

Top Mentioned in G7:
@akorive001
@seunonigbinde
@budgitng
@bukkyshonibare
@aishayesufu
@segalink
@ogbenidipo
@ibsanusi
@kadariaahmed
@henshawkate

Top Mentioned in G8:
@puntofisso

Top Mentioned in G9:
@eraser
@melissa_renau
@in3_uoc
@dimmonsnet
@daniinnerarity
@medialabugr
@tim_bansemer
@iopendatabcn
@e_residents
@consorciaoc

Top Mentioned in G10:
@clecitycouncil
@sunfoundation
@lauramcshanecle
@robertvhiggs
@clevelanddotcom
@cityofcleveland
@scenesallard
@bollardsofctown
@courier429
@jsantanaward14

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@chidambara09
@repubblica
@thehill
@24horastvn
@eraser
@yoc_chyy
@actualidadrt
@guardian
@citizentvkenya

Top Tweeters in G1:
@vievararosel
@jmarinpu
@iamaniku
@emekaokoye
@albayardo
@budgitng
@ictlogist
@observlegislati
@hamzycode
@anthonyzach

Top Tweeters in G2:
@thehill
@nytimes
@ap
@jeffreyguterman
@jaketapper
@msnbc
@20committee
@cnnpolitics
@louisemensch
@elijah_is_john

Top Tweeters in G3:
@lacunalingua
@lawbibliophile
@pistach01
@digyoursoul
@susanvermazen
@lululemew
@giuliog
@carriweatherwax
@digiphile
@harrisj

Top Tweeters in G4:
@dichristine
@jolinegkg
@derekwillis
@goeldfinger
@politixfireball
@jaysonpeters
@dgarritysantafe
@ickyfoo
@fishnette
@ryanmlowery

Top Tweeters in G5:
@coyotegris
@feed_stocks
@dareto_tell
@cnn_newstrend
@esasahara
@sspithess
@voulgarisc
@ch_estay
@pioneerboston
@franiepalaschuk

Top Tweeters in G6:
@sanneweber
@donrudi
@jmklopp1
@stefanverena
@integrilicious
@apoliticalco
@alanhudson1
@timdavies
@globalintegrity
@nditech

Top Tweeters in G7:
@segalink
@aishayesufu
@yinkanubi
@ogbenidipo
@henshawkate
@bendapp
@faluyikayode
@o_gho_gho
@jekky04
@bukkyshonibare

Top Tweeters in G8:
@marypcbuk
@puntofisso
@jwajsberg
@robhawkes
@peterkwells
@jdrumgoole
@nickmhalliday
@samnzed
@ceddys
@aborruso

Top Tweeters in G9:
@eraser
@andrewmorrisuk
@greentechdon
@drrueckauf
@pivotcloud
@diba
@bitiji
@edudada
@_oliviabot
@aabella

Top Tweeters in G10:
@clevelanddotcom
@courier429
@richneumeister
@jeffsleasman
@tomhorsman
@lauramcshanecle
@natgeoeducation
@lwalsh
@sunfoundation
@crainscleveland