opengov, Twitter, 6/10/2021 7:51:07 PM, 256623


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opengov_2021-06-10_07-42-38.xlsx
opengov_2021-06-10_07-42-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 10, 2021
Short Description:
opengov via NodeXL https://bit.ly/3cudVdK
@opengovpart
@andresvarela
@usnatarchives
@digiphile
@pmbrenner91
@twitter
@mugshotracket
@lauramcshanecle
@riga_latam
@opengov44

Top hashtags:
#opengov
#opendata
#foia
#transparency
#opengovweek
#gobiernoabierto
#smartcity

Description:
Description
The graph represents a network of 1,071 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, 10 June 2021 at 14:44 UTC.

The requested start date was Thursday, 10 June 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, 19-hour, 53-minute period from Thursday, 27 May 2021 at 02:00 UTC to Wednesday, 09 June 2021 at 21:54 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 : 1071
Unique Edges : 749
Edges With Duplicates : 1952
Total Edges : 2701
Number of Edge Types : 5
Retweet : 777
MentionsInRetweet : 1176
Tweet : 188
Mentions : 503
Replies to : 57
Self-Loops : 225
Reciprocated Vertex Pair Ratio : 0.0268115942028985
Reciprocated Edge Ratio : 0.0522230063514467
Connected Components : 111
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 675
Maximum Edges in a Connected Component : 2017
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.38346
Graph Density : 0.00123650706388474
Modularity : 0.492145
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,071 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, 10 June 2021 at 14:44 UTC.

The requested start date was Thursday, 10 June 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, 19-hour, 53-minute period from Thursday, 27 May 2021 at 02:00 UTC to Wednesday, 09 June 2021 at 21:54 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:
[13] https://publicaciones.inap.gob.ar/index.php/EA/article/view/132
[10] https://www.ontario.ca/page/ontarios-trustworthy-artificial-intelligence-ai-framework-consultations
[7] https://stories.opengov.com/minneapolismn/published/DB-GI-eso
[6] http://www.opengov.gr/home
[6] https://openbudgets.be.brussels/
[4] https://stories.opengov.com/minneapolismn/published/lBhLklrI9
[4] https://www.nefac.org/news/nefac-spj-to-offer-introductory-courses-on-federal-foia-state-public-record-laws/
[4] https://twitter.com/scotgovopen/status/1401824276655783936
[4] https://www.opengov-muenchen.de/dataset/daten-der-raddauerzaehlstellen-muenchen-mai-2021
[4] http://theherdlocker.com/tweet/popularity/openGov

Top URLs in Tweet in G1:
[4] http://theherdlocker.com/tweet/popularity/openGov
[3] https://rightscon.summit.tc/t/2021/events/inside-the-black-box-making-public-sector-al[%E2%80%A6]countable-to-citizens-and-communities-UkFWVxQgNKDLLwC4BjvWf
[3] https://gobiernoabierto.aragon.es/agoab/participacion/procesos/232475986000
[2] https://dca.gob.gt/noticias-guatemala-diario-centro-america/la-comprension-del-open-gov/
[2] https://www.whitehouse.gov/briefing-room/presidential-actions/2021/06/03/memorandum-on-establishing-the-fight-against-corruption-as-a-core-united-states-national-security-interest/
[2] https://www.opengovpartnership.org/stories/faces-of-open-government-fatou-jagne-senghore/
[2] https://www.modernisation.gouv.fr/nos-actions/gouvernement-ouvert/appliquer-le-principe-du-gouvernement-ouvert-aux-algorithmes-publics-notre-micro-ouvert-avec-soizic-penicaud-et-simon-chignard-etalab
[2] http://fiscaltransparency.net/newsletters/GIFT_newsletter_MAY_21.html
[1] https://www.bluemountaineagle.com/opinion/editorials/our-view-commitment-to-open-government-should-not-be-half-hearted/article_2676c004-c7e9-11eb-85b8-d37829653db1.html
[1] https://probonoaustralia.com.au/news/2021/06/lets-open-government-to-nfp-expertise-and-citizen-voice/

Top URLs in Tweet in G2:
[3] https://www.youtube.com/watch?v=Otg41ZB5_6M&feature=youtu.be

[2] https://foia.blogs.archives.gov/2021/05/27/recap-recent-ogis-cdc-webinar-on-enterprise-searching/
[2] https://foia.blogs.archives.gov/2021/05/18/foia-advisory-committee-meets-on-june-10/
[2] https://transforming-classification.blogs.archives.gov/2021/06/01/a-call-for-transparency-of-the-u-s-nuclear-stockpile-number/
[2] https://transforming-classification.blogs.archives.gov/2021/06/02/pidb-responds-to-questions-about-the-jfk-assassination-records/
[1] https://transforming-classification.blogs.archives.gov/2021/05/17/come-to-the-pidb-virtual-public-meeting-tomorrow-100-230-p-m/
[1] https://www.archives.gov/research
[1] https://transforming-classification.blogs.archives.gov/2021/05/28/the-pidb-responds-to-more-questions-received-at-the-virtual-public-meeting-of-may-18-2021/
[1] https://twitter.com/FOIA_Ombuds/status/1390760471792336896
[1] https://foia.blogs.archives.gov/2021/05/10/join-us-may-12-for-our-annual-open-meeting/

Top URLs in Tweet in G3:
[2] https://kottke.org/21/05/when-a-raindrop-falls-in-the-us-where-does-it-end-up
[2] https://protect-public.hhs.gov/pages/ea1dc54435624e4ca1a62bde9d1b7570
[1] https://medium.com/the-u-s-digital-service/equity-by-design-20-versions-16-people-8-agencies-2-weeks-1-form-to-prevent-evictions-11334e1a59dc
[1] https://slowbuild.substack.com/p/politicians-and-social-privilege
[1] https://www.washingtonpost.com/politics/interactive/2021/tony-fauci-emails/
[1] https://www.opengovpartnership.org/stories/parliamentary-engagement-in-ogp-acting-on-evidence-building-on-results/
[1] https://twitter.com/digiphile/status/1394277953660411911
[1] https://www.opengovpartnership.org/stories/building-public-algorithm-registers-lessons-learned-from-the-french-approach/
[1] https://river-runner.samlearner.com/
[1] https://www.state.gov/department-of-state-participation-in-taiwan-hosted-event-on-open-government-and-anti-corruption/

Top URLs in Tweet in G4:
[2] https://twitter.com/pmbrenner91/status/1400915153986588672
[1] https://pinonpost.com/but-wait-theres-more-mlg-has-been-auto-deleting-public-records-every-24-hours-since-jan-24th-2021/?amp
[1] https://twitter.com/pmbrenner91/status/1397968580709294080
[1] https://www.thecentersquare.com/new_mexico/op-ed-fauci-should-have-followed-gov-lujan-grisham-s-lead-delete-all-messages-after/article_cedc96c8-c56f-11eb-946f-77218499d953.html
[1] https://losalamosreporter.com/2019/08/09/brenner-suit-against-los-alamos-county-settled-for-45000/
[1] https://twitter.com/andresvarela/status/1401979525953691654
[1] https://twitter.com/pmbrenner91/status/1399786234159931392
[1] https://twitter.com/GovMLG/status/1400898385649946627
[1] https://pinonpost.com/but-wait-theres-more-mlg-has-been-auto-deleting-public-records-every-24-hours-since-jan-24th-2021/
[1] https://twitter.com/NMHouseGOP/status/1387168307141246981

Top URLs in Tweet in G5:
[12] https://publicaciones.inap.gob.ar/index.php/EA/article/view/132
[1] https://www.academia.edu/49004202/Gu%C3%ADa_OCDE_para_Dise%C3%B1ar_e_Implementar_Estrategias_Territoriales_de_Gobierno_Abierto_en_Colombia
[1] https://www.academia.edu/49083473/Hasta_que_el_gobierno_abierto_se_haga_costumbre_La_ruta_hacia_una_gobernanza_abierta_resiliente_e_inclusiva_para_el_desarrollo_sostenible_post_pandemia
[1] https://twitter.com/redmatriz/status/1399050599057051655
[1] https://medium.com/t5es/integridad-en-las-políticas-públicas-52a2ae0a7288?source=friends_link&sk=14c942931ee91920a7f81c7f3cf3398e
[1] https://medium.com/@eraser/qu%C3%A9-es-la-%C3%A9tica-de-la-tecnolog%C3%ADa-y-por-qu%C3%A9-deber%C3%ADa-importarte-33e48f78256e?source=friends_link&sk=1611b6e19d3c55f090b62f610293796e
[1] https://medium.com/t5es/establishing-relational-trust-in-e-participation-a-systematic-literature-review-to-propose-a-model-ca2e40985cca?source=friends_link&sk=946cea96594542fa61ff6a29a6a09e31
[1] https://medium.com/t5es/una-propuesta-de-l%C3%ADnea-%C3%A9tica-basada-en-tecnolog%C3%ADa-blockchain-21607073310d?source=friends_link&sk=0a869b214e9431a9a6bd1438edc6b591
[1] https://medium.com/t5es/pon-un-virus-en-tu-vida-met%C3%A1foras-precuelas-secuelas-desgobierno-mundial-bill-gates-vir3-os-716911bcabc7?source=friends_link&sk=5b8a542acc7bbbbabaeb160b06abdeab
[1] https://e-learning-teleformacion.blogspot.com/2019/11/daniel-innerarity-la-inteligencia-de-la.html

Top URLs in Tweet in G6:
[3] https://doioig.opengov.ibmcloud.com/sites/doioig.gov/files/Final%20Statement_0.pdf
[2] https://www.opengovpartnership.org/documents/nurturing-the-integrity-of-political-communication-in-the-digital-era/
[1] http://www.opengov.gr/minlab/?p=4977
[1] https://stories.opengov.com/utahtransitauthority/published/h1Hd5XfT8
[1] https://reportsandmarket.wordpress.com/2021/05/28/smart-government-service-market-2021-2027-latest-covid-19-impact-analysis-nec-enterprise-solutions-opengov-inc-kopis-usa-awk-group-ag-abb-amazon-dell/
[1] https://stories.opengov.com/westvirginia/published/mnOzKr2wB
[1] https://themail.com.ng/investigation-how-akwa-ibom-state-government-spent-n10-billion-on-ghost-project/
[1] https://twitter.com/tylermeredith/status/1398389862810763264
[1] http://www.opengov.gr/minlab/?p=4936&cpage=1#comment-6972
[1] https://twitter.com/IAP2CDN/status/1399108441055051781

Top URLs in Tweet in G7:
[4] https://www.nefac.org/news/nefac-supports-mass-legislation-to-make-permanent-remote-access-to-public-meetings/
[4] https://www.nefac.org/news/nefac-spj-to-offer-introductory-courses-on-federal-foia-state-public-record-laws/
[3] https://myemail.constantcontact.com/subject.html?soid=1102771140783&aid=nIHPbeTGDaA
[2] https://action.aclu.org/send-message/tell-lawmakers-update-open-meeting-law?initms_aff=ma&initms_chan=eml&utm_medium=eml&initms=210603_affcampaign_h3152-s2082_gradead_sail&utm_source=sail&utm_campaign=affcampaign&utm_content=210603_privacytechnology_h3152-s2082_gradead&af=IladngV929MeSzsUi3ledRJPK3BHK9PVY3qpTN4mb9ik%2B%2BKW%2FOV7hTNqsGD4p0HW7rUhYiiSavscw1f12b8IKmYEHtg8pT55n4wJIAjIYUnTGGtMpp4qAY1%2F4hbr1kNd8vpKsdNK8ZS3YtUDtMbKGzurzOhY1Cu7%2BfKvin5qCsw%3D&ms_aff=ma&ms_chan=eml&ms=210603_affcampaign_h3152-s2082_gradead_sail
[1] https://www.nefac.org/30minuteskills/
[1] https://www.youtube.com/watch?v=FBIXkYN86P0&feature=youtu.be

[1] https://twitter.com/FiveFreedoms/status/1397933469032980484
[1] https://twitter.com/ChasCoMugshots/status/1399748757294620674
[1] https://twitter.com/SunnySinister/status/1399767790244925443
[1] http://Classactionagainstmugshots.com

Top URLs in Tweet in G8:
[1] http://puntofisso.net/newsletter/
[1] https://italia.github.io/design-comuni-prototipi/it/esempi.html
[1] https://twitter.com/puntofisso/status/1401145437722234885
[1] https://us02web.zoom.us/meeting/register/tZIuc-mhqjMsG9IQtkt_ObXwXNDpCbf1OKIY
[1] https://twitter.com/no_such_zone/status/1400060633618522117
[1] https://krisvl.com/academy/?utm_content=buffer2a4f1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.datacamp.com/donates?utm_content=buffer098c6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.linkedin.com/slink?code=gvsHFSS
[1] https://www.linkedin.com/slink?code=gdi_A9G
[1] https://www.meritalk.com/open-source-gives-agencies-long-term-cloud-flexibility-that-powers-cloud-based-telework/

Top URLs in Tweet in G9:
[2] https://daytonoh.opengov.com/transparency#/3135/accountType=expenses&embed=n&breakdown=49f3f3b5-9fdb-45c7-aa87-c954d0fe0a7a¤tYearAmount=cumulative¤tYearPeriod=years&graph=percentage&legendSort=desc&month=2&proration=true&saved_view=25404&selection=B2ED06F630F54AB2D22C8B7D80A03B04&projections=null&projectionType=null&highlighting=null&highlightingVariance=null&year=2021&selectedDataSetIndex=null&fiscal_start=earliest&fiscal_end=latest
[1] http://realneo.us/content/thieving-communities-1
[1] http://realneo.us/content/legislative-fucks
[1] https://housing.health/
[1] https://help.nextdoor.com/s/article/How-to-connect-with-your-public-agencies?language=en_US
[1] https://www.youtube.com/watch?v=CD_FR3dsk8k&feature=youtu.be


Top URLs in Tweet in G10:
[2] https://coloradofoic.org/amendments-to-police-bills-address-public-access-to-internal-affairs-records-body-cam-footage-brady-lists-and-news-media-access-to-encrypted-radio-traffic/
[1] https://www.summitdaily.com/opinion/guest-commentary/from-the-editor-summit-school-board-has-a-transparency-problem/
[1] https://twitter.com/JesseAPaul/status/1402730923552956416
[1] https://www.denverpost.com/2021/05/30/colorado-pardons-clemency-records/
[1] https://www.vaildaily.com/news/eagle-valley/vail-sues-former-council-member-greg-moffet/
[1] https://mailchi.mp/jou.ufl.edu/the-brechner-report-may-1016070?e=9e6735bc1d

Top Domains
Top Domains in Tweet in Entire Graph:
[68] twitter.com
[37] opengov.com
[21] opengov.gr
[17] opengovpartnership.org
[15] gob.ar
[13] archives.gov
[11] ontario.ca
[9] ri.gov
[9] nefac.org
[9] medium.com

Top Domains in Tweet in G1:
[9] opengovpartnership.org
[4] theherdlocker.com
[3] gob.gt
[3] summit.tc
[3] twitter.com
[3] aragon.es
[2] gob.ar
[2] whitehouse.gov
[2] gouv.fr
[2] fiscaltransparency.net

Top Domains in Tweet in G2:
[13] archives.gov
[3] youtube.com
[1] twitter.com

Top Domains in Tweet in G3:
[9] twitter.com
[2] opengovpartnership.org
[2] kottke.org
[2] hhs.gov
[1] medium.com
[1] substack.com
[1] washingtonpost.com
[1] samlearner.com
[1] state.gov
[1] vaccines.gov

Top Domains in Tweet in G4:
[8] twitter.com
[2] pinonpost.com
[1] thecentersquare.com
[1] losalamosreporter.com

Top Domains in Tweet in G5:
[12] gob.ar
[6] medium.com
[2] academia.edu
[2] twitter.com
[1] blogspot.com
[1] youtube.com

Top Domains in Tweet in G6:
[7] twitter.com
[7] opengovva.org
[7] ri.gov
[5] opengov.com
[3] gov.uk
[3] ibmcloud.com
[2] opengov.gr
[2] linkedin.com
[2] opengovpartnership.org
[2] bizjournals.com

Top Domains in Tweet in G7:
[9] nefac.org
[4] twitter.com
[3] constantcontact.com
[2] classactionagainstmugshotwebsites.com
[2] aclu.org
[1] youtube.com
[1] classactionagainstmugshots.com
[1] theday.com
[1] bostonglobe.com

Top Domains in Tweet in G8:
[2] twitter.com
[2] linkedin.com
[1] puntofisso.net
[1] github.io
[1] zoom.us
[1] krisvl.com
[1] datacamp.com
[1] meritalk.com
[1] europa.eu

Top Domains in Tweet in G9:
[2] realneo.us
[2] opengov.com
[1] housing.health
[1] nextdoor.com
[1] youtube.com

Top Domains in Tweet in G10:
[2] coloradofoic.org
[1] summitdaily.com
[1] twitter.com
[1] denverpost.com
[1] vaildaily.com
[1] mailchi.mp

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[463] opengov
[65] opendata
[44] foia
[35] transparency
[30] opengovweek
[19] gobiernoabierto
[19] smartcity
[16] openness
[15] declassification
[15] accountability



Top Hashtags in Tweet in G1:
[95] opengov
[15] opengovweek
[15] openness
[6] openresponse
[6] openrecovery
[5] taxtransparency
[5] accountability
[5] gobiernoabierto
[4] transparency
[3] news

Top Hashtags in Tweet in G2:
[15] declassification
[15] foia
[14] opengov
[7] archives
[2] jfk
[2] classified
[1] recordsmanagement
[1] twitterstorians
[1] 9/11/2021 12:00:00 AM
[1] federalgovernment

Top Hashtags in Tweet in G3:
[34] opengov
[8] opendata
[4] ddj
[3] civictech
[3] foia
[3] covid
[1] geojson
[1] gis
[1] fossgis
[1] oss

Top Hashtags in Tweet in G4:
[49] opengov
[9] transparency
[6] accountability
[3] papershreddergrisham
[3] nmpol
[2] memoryhole
[2] foia
[2] ipra
[1] govmlgpapertrail

Top Hashtags in Tweet in G5:
[25] opengov
[12] opengovweek
[8] gobiernoabierto
[4] openresponse
[4] openrecovery
[4] t5es
[3] democracia
[3] government
[2] openstate
[2] opengovernment

Top Hashtags in Tweet in G6:
[25] opengov
[11] transparency
[7] foia
[6] opendata
[3] civictech
[2] accountability
[2] iot
[2] cities
[2] nyc
[1] wvgov

Top Hashtags in Tweet in G7:
[34] opengov
[12] publicrecords
[8] foia
[5] cda230
[4] hipaa
[4] connecticut
[4] sayfie
[4] saveonlinemugshots
[3] firstamendment
[3] mapoli

Top Hashtags in Tweet in G8:
[16] opengov
[15] opensource
[15] smartcity
[12] opensmartct
[11] smartcities
[10] opendata
[6] ogp16
[5] ff0000
[5] 0000ff
[5] urbanplanning

Top Hashtags in Tweet in G9:
[6] opengov
[4] transparency
[1] opengovweek
[1] supplychain
[1] water
[1] blockchaintechnology

Top Hashtags in Tweet in G10:
[12] coleg
[7] opengov
[5] copolitics
[1] cogov
[1] edcolo

Top Words
Top Words in Tweet in Entire Graph:
[720] î
[452] #opengov
[352] public
[150] opengovpart
[145] usnatarchives
[125] records
[104] pmbrenner91
[101] board
[96] open
[95] interest

Top Words in Tweet in G1:
[115] opengovpart
[85] #opengov
[44] ogp
[38] transparency
[34] increase
[32] public
[28] accountability
[25] reformers
[24] join
[23] champions

Top Words in Tweet in G2:
[178] public
[141] usnatarchives
[94] interest
[94] declassification
[92] board
[78] pidb
[78] posted
[78] questions
[67] answers
[45] important

Top Words in Tweet in G3:
[34] #opengov
[34] digiphile
[20] federal
[19] form
[18] makes
[18] ton
[18] sense
[18] opensecretsdc
[18] merges
[18] moneyinpolitics

Top Words in Tweet in G4:
[104] records
[102] pmbrenner91
[70] govmlg
[62] public
[49] #opengov
[44] governor
[31] govmlg's
[30] 24
[30] hours
[28] deleting

Top Words in Tweet in G5:
[27] abierto
[25] estado
[25] #opengov
[22] opengovpart
[21] redmatriz
[15] gobierno
[14] novedad
[14] ocde
[14] implementar
[14] estrategias

Top Words in Tweet in G6:
[24] #opengov
[11] #transparency
[10] see
[8] access
[8] news
[8] meeting
[8] june
[7] opengov
[7] vcog
[7] daily

Top Words in Tweet in G7:
[34] #opengov
[14] fivefreedoms
[12] #publicrecords
[12] mugshot
[10] register
[9] gt
[9] nefac
[8] #foia
[6] emilysweeney
[6] mass

Top Words in Tweet in G8:
[16] #opengov
[15] #opensource
[15] #smartcity
[14] smartctorg
[14] open
[13] data
[12] #opensmartct
[12] myths
[11] #opendata
[11] #smartcities

Top Words in Tweet in G9:
[6] largest
[6] budget
[6] #opengov
[5] clecitycouncil
[4] dayton
[4] ohio
[4] share
[4] general
[4] fund
[4] 2020

Top Words in Tweet in G10:
[21] cofoic
[15] police
[14] public
[12] #coleg
[11] access
[9] under
[9] radar
[9] amendments
[9] two
[9] bills

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[533] î,î
[94] public,interest
[94] interest,declassification
[92] declassification,board
[87] usnatarchives,public
[78] board,pidb
[78] pidb,posted
[68] answers,questions
[67] posted,answers
[67] questions,public

Top Word Pairs in Tweet in G1:
[22] transparency,accountability
[20] greater,transparency
[20] accountability,automated
[20] automated,decision
[20] decision,making
[20] making,systems
[20] systems,help
[20] help,increase
[20] increase,public
[20] public,trust

Top Word Pairs in Tweet in G2:
[94] public,interest
[94] interest,declassification
[92] declassification,board
[87] usnatarchives,public
[78] board,pidb
[78] pidb,posted
[67] posted,answers
[67] answers,questions
[67] questions,public
[45] important,update

Top Word Pairs in Tweet in G3:
[18] makes,ton
[18] ton,sense
[18] sense,opensecretsdc
[18] opensecretsdc,merges
[18] merges,moneyinpolitics
[18] moneyinpolitics,form
[18] form,looks
[18] pre,eminent
[18] eminent,federal
[17] digiphile,makes

Top Word Pairs in Tweet in G4:
[41] public,records
[30] 24,hours
[29] records,24
[26] governor,deleting
[26] deleting,public
[26] hours,past
[26] past,months
[26] months,help
[26] help,word
[26] word,govmlg

Top Word Pairs in Tweet in G5:
[15] gobierno,abierto
[14] implementar,estrategias
[14] estrategias,territoriales
[14] territoriales,gobierno
[14] abierto,colombia
[14] colombia,2021
[13] américa,latina
[13] redmatriz,novedad
[12] estado,estado
[12] estado,abierto

Top Word Pairs in Tweet in G6:
[7] vcog,daily
[7] daily,access
[7] access,news
[7] see,agenda
[7] agenda,teleconferencing
[7] teleconferencing,details
[7] meeting,today
[6] news,21
[6] today,june
[5] #opengov,#transparency

Top Word Pairs in Tweet in G7:
[7] #opengov,#foia
[5] emilysweeney,bostonglobe
[5] online,mugshot
[4] 30,minute
[4] minute,skills
[4] skills,#hipaa
[4] #hipaa,#publicrecords
[4] #publicrecords,a_marshall_plan
[4] a_marshall_plan,rcfp
[4] rcfp,gt

Top Word Pairs in Tweet in G8:
[9] #smartcity,#smartcities
[8] #opensmartct,#smartcity
[6] open,data
[6] data,open
[6] open,source
[6] source,government
[6] government,myths
[6] myths,key
[6] key,smart
[6] smart,cities

Top Word Pairs in Tweet in G9:
[4] dayton,ohio
[4] ohio,largest
[4] largest,share
[4] share,general
[4] general,fund
[4] fund,budget
[4] budget,2020
[4] 2020,allocated
[4] allocated,police
[4] police,29

Top Word Pairs in Tweet in G10:
[9] under,radar
[9] radar,amendments
[9] amendments,two
[9] two,police
[9] police,bills
[9] final,days
[9] days,#coleg
[9] #coleg,session
[9] session,address
[9] address,public

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@usnatarchives
@pmbrenner91
@govmlg
@digiphile
@cofoic
@redmatriz
@norasack
@opensecretsdc
@moneyinpolitics

Top Mentioned in G1:
@opengovpart
@opendatacharter
@rightscon
@ildalatam
@accessnow
@escuelaoea
@_ditp
@ditp
@funzpub
@panuccimar

Top Mentioned in G2:
@usnatarchives
@foia_ombuds
@cdcgov

Top Mentioned in G3:
@digiphile
@opensecretsdc
@moneyinpolitics
@potus
@joebiden
@ambrice46
@vp
@kamalaharris
@usds
@opengovpart

Top Mentioned in G4:
@pmbrenner91
@govmlg
@norasack
@nmfog
@nmdoit
@pgessing
@cyfdnm
@riograndefndn
@twitter
@microsoft

Top Mentioned in G5:
@opengovpart
@redmatriz
@riga_latam
@iiaslagpa
@diplogobabierto
@andreasanhuezae
@eraser
@gigapp
@laura_tamia

Top Mentioned in G7:
@fivefreedoms
@emilysweeney
@bostonglobe
@a_marshall_plan
@rcfp
@ashleycannonlaw
@spj_newengland
@bailbondcity
@google
@aclu_mass

Top Mentioned in G8:
@smartctorg
@puntofisso
@opengov44
@datacamp
@tonyscottcio
@alvandsalehi
@nyc_cto
@krisonthis
@opengovpart
@uscto

Top Mentioned in G9:
@clecitycouncil
@statedrl
@audreyt
@basushreya10
@racheldissell
@cledocumenters
@justinmbibb
@lauramcshanecle

Top Mentioned in G10:
@cofoic
@millerna
@summitdailynews
@davidmigoya
@vaildaily
@brechnercenter

Top Tweeters
Top Tweeters in Entire Graph:
@robre62
@eraser
@pgrandee10
@deathtocrazy
@dataaugmented
@discovertech3
@bostonglobe
@nytimes
@lellingw
@foxnews

Top Tweeters in G1:
@robre62
@legalkant
@bregmanps
@carlosruz_f
@nordicgeo
@f_fusterfabra
@lifeofmshaba
@alva47831808
@bikesnbukes
@aliounetine16

Top Tweeters in G2:
@deathtocrazy
@lellingw
@chickilopiccolo
@jeffsonstein
@tejida
@fightkidscancer
@segmentis
@windsong58
@ericksurchile
@chris_levesque_

Top Tweeters in G3:
@pgrandee10
@nytimes
@netbacker
@cnn
@givengrace1986
@miamiherald
@sam201810
@digiphile
@davemc99ta
@rickhasen

Top Tweeters in G4:
@foxnews
@angelam54195037
@knightkore
@krqe
@newsmax
@kob4
@abqjournal
@byeoldshire
@r4nd4ll_h
@liveinarepublic

Top Tweeters in G5:
@eraser
@dataaugmented
@rafacamu
@novagob
@donrudi
@agendacaf
@redmatriz
@uchile
@gemmagaldon
@clad_org

Top Tweeters in G6:
@reportsmarkets
@selfdrivingfeed
@bradmcelhinny
@owenboswarva
@neildav80815508
@chris_underwood
@systems21747
@yohannaloucheur
@tracieh20101
@opengovva

Top Tweeters in G7:
@bostonglobe
@tb_times
@google
@poeboston
@thedayct
@aclu_mass
@massgov
@farrishkate
@cityofboston
@bostonpolice

Top Tweeters in G8:
@discovertech3
@education_24x7
@smartecocity
@opensource_orgs
@puntofisso
@chrisweston
@scibot6
@mcraddock
@sskras
@uscensusbureau

Top Tweeters in G9:
@wsj
@lauramcshanecle
@minyehtut19
@turgut_guliyev
@ssuttell
@danmoulthrop
@nickcastele
@easiamediahub
@nextdoor
@statedrl

Top Tweeters in G10:
@jfryartc
@fishnette
@summitdailynews
@mattsebastian
@mgoodland
@vaildaily
@nofilmneeded
@dlmomofmorgan
@73newport
@akidnme