opengov, Twitter, 4/21/2022 4:31:19 PM, 275248


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opengov_2022-04-21_07-42-37.xlsx
opengov_2022-04-21_07-42-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2022
Short Description:
opengov via NodeXL https://bit.ly/3K3LT6I
@opengovpart
@digiphile
@opengov
@lauramcshanecle
@morchickit
@openheroines
@jimsinur
@redmatriz
@usnatarchives
@imali_yethu

Top hashtags:
#opengov
#communitymedia
#opendata
#foia
#mapoli
#opengovweek
#gobiernoabierto

Description:
Description
The graph represents a network of 665 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, 21 April 2022 at 14:43 UTC.

The requested start date was Thursday, 21 April 2022 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, 14-hour, 58-minute period from Thursday, 07 April 2022 at 07:54 UTC to Wednesday, 20 April 2022 at 22:53 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 : 665
Unique Edges : 481
Edges With Duplicates : 1036
Total Edges : 1517
Number of Edge Types : 5
Retweet : 364
MentionsInRetweet : 505
Mentions : 378
Tweet : 235
Replies to : 35
Self-Loops : 244
Reciprocated Vertex Pair Ratio : 0.0379918588873813
Reciprocated Edge Ratio : 0.073202614379085
Connected Components : 117
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 307
Maximum Edges in a Connected Component : 778
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.867419
Graph Density : 0.0017324938853157
Modularity : 0.485746
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 665 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, 21 April 2022 at 14:43 UTC.

The requested start date was Thursday, 21 April 2022 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, 14-hour, 58-minute period from Thursday, 07 April 2022 at 07:54 UTC to Wednesday, 20 April 2022 at 22:53 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:
[10] https://opengovasia.com/artificial-intelligence-at-the-heart-of-chinas-new-drug-discovery/
[10] https://opengovasia.com/chinas-digital-transformation-buoyed-by-rising-computing-power/
[8] https://remotejobhuntbuddy.com/remote-jobs/postings/e3d0663f8e533e0a8b905296b43ca441d19f559e
[6] https://brooklineinteractive.org/advocacy
[5] https://www.gazettenet.com/Letter-Alexandra-Russell-45944294
[4] https://opengovasia.com/vietnams-finnovation-contest-2022-to-foster-fintech-solutions/
[3] https://resources.data.gov/
[3] https://opengovasia.com/smart-pen-to-assess-childrens-handwriting-in-the-philippines/?utm_source=dlvr.it&utm_medium=twitter
[3] https://opengovasia.com/india-holds-national-cybersecurity-incident-response-exercise/
[3] https://www.ft.com/content/20829c87-0271-4105-aad1-7a8285e9329d

Top URLs in Tweet in G1:
[3] https://resources.data.gov/
[2] https://www.whitehouse.gov/ostp/news-updates/2022/04/07/fact-sheet-biden-harris-administration-launches-year-of-evidence-for-action-to-fortify-and-expand-evidence-based-policymaking/
[2] http://go.opengov.com/2022-04-27-NLCM-BP-WBN-Focus-on-the-Future_Registration-Organic-Social.html
[2] https://blogs.loc.gov/law/2022/04/spring-remote-project-crs-bill-summaries/
[1] https://www.federalregister.gov/documents/2022/04/08/2022-07536/chief-freedom-of-information-act-officers-council-meeting
[1] https://twitter.com/foia_ombuds/status/1516486809269723140
[1] https://twitter.com/opengov/status/1516401463408308227
[1] https://twitter.com/opengov/status/1504160368498720771
[1] https://www.archives.gov/ogis/foia-advisory-committee
[1] https://e-pluribusunum.org/2021/11/04/the-future-of-the-open-government-partnership-depends-on-white-house-leadership/

Top URLs in Tweet in G2:
[3] https://www.ft.com/content/20829c87-0271-4105-aad1-7a8285e9329d
[2] https://www.opengovpartnership.org/a-decade-of-impact-ogp-2021-annual-report/
[1] https://www.opengovpartnership.org/stories/to-build-transparent-algorithms-focus-on-the-why/
[1] https://www.ogpstories.org/eyes-and-ears-to-improve-public-services/
[1] https://www.opengovpartnership.org/policy-area/health-nutrition/
[1] https://www.opengovpartnership.org/ogp-local/ogp-local-circle-climate-action/
[1] https://opengovweek.org/
[1] https://www.ogpstories.org/armed-opening-up-healthcare-in-armenia/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fopenheroines.org%2Fopen-heroines-call-for-contributors-b00fc86ae3f
[1] https://www.ogpstories.org/bringing-transparency-to-the-business-sector-in-armenia/

Top URLs in Tweet in G3:
[8] https://remotejobhuntbuddy.com/remote-jobs/postings/e3d0663f8e533e0a8b905296b43ca441d19f559e
[3] https://opengovasia.com/smart-pen-to-assess-childrens-handwriting-in-the-philippines/?utm_source=dlvr.it&utm_medium=twitter
[2] https://justremote.co/remote-developer-jobs/full-stack-engineer-react-node-opengov
[2] https://remotejobhuntbuddy.com/remote-jobs/postings/f1634e55e375f7751e001a3b4093a18617b84bd8
[2] https://opengovasia.com/ict-products-top-export-list-in-taiwans-new-southbound-policy/
[2] https://opengovasia.com/artificial-intelligence-at-the-heart-of-chinas-new-drug-discovery/?utm_source=dlvr.it&utm_medium=twitter
[2] https://opengovasia.com/india-holds-national-cybersecurity-incident-response-exercise/?utm_source=dlvr.it&utm_medium=twitter
[1] https://opengovasia.com/the-philippines-set-to-get-internet-directly-via-satellite-technology/
[1] https://publoosh.com/city-cancels-friday-work-session-about-opengov-software-local-news/
[1] https://opengovasia.com/new-zealands-3d-printing-tailor-fit-artificial-limbs/

Top URLs in Tweet in G4:
[1] https://www.latinamerica.undp.org/content/rblac/es/home/library/democratic_governance/gobernabilidad-efectiva-en-tiempos-de-incertidumbre--innovacione.html
[1] https://publications.iadb.org/en/winds-change-progress-open-government-policymaking-latin-america-and-caribbean
[1] https://publications.iadb.org/en/winds-change-ii-progress-and-challenges-open-government-policy-latin-america-and-caribbean
[1] https://drive.google.com/file/d/1suil3bW2MyuDdBwlRvJ6K5Co7d5OHFH2/view
[1] https://www.academia.edu/40069234/_Pol%C3%ADticas_p%C3%BAblicas_abiertas_Hacia_la_definici%C3%B3n_y_an%C3%A1lisis_de_los_dise%C3%B1os_pol%C3%ADticos_bajo_los_principios_del_gobierno_abierto
[1] https://twitter.com/diplogobabierto/status/1489418328481447941
[1] https://twitter.com/RamirezAlujas/status/1511701443937550344
[1] https://twitter.com/Just_pinkfloyd/status/1513009172215853058
[1] https://twitter.com/HadaGeorgina/status/1516545312726343692
[1] https://gobiernotransparente.com/semana-de-la-administracion-abierta/

Top URLs in Tweet in G5:
[1] https://www.clevelandohio.gov/sites/default/files/forms_publications/2018CityParks.pdf
[1] https://tnr-traviscountytx.opendata.arcgis.com/#emergency_services

Top URLs in Tweet in G6:
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fopenheroines.org%2Fopen-heroines-call-for-contributors-b00fc86ae3f
[1] https://data.gov.uk/
[1] https://www.gov.uk/government/statistical-data-sets

Top URLs in Tweet in G7:
[5] https://www.gazettenet.com/Letter-Alexandra-Russell-45944294
[1] https://www.masslive.com/politics/2022/04/ag-maura-healey-again-sidesteps-debate-proposal-from-gubernatorial-opponent-state-sen-sonia-chang-diaz-during-massachusetts-statewide-candidate-forum.html
[1] https://www.gazettenet.com/Northampton-forum-features-Democratic-candidates-for-governor-lieutenant-governor-45914477
[1] https://www.bostonglobe.com/2022/04/11/opinion/healey-owes-it-voters-debate-chang-daz-frequently/?event=event25
[1] https://www.masslive.com/politics/2022/04/gubernatorial-hopeful-ag-maura-healey-unveils-first-policy-agenda-tackling-climate-change.html

Top URLs in Tweet in G8:
[6] https://brooklineinteractive.org/advocacy

Top URLs in Tweet in G9:
[1] https://opengov.seoul.go.kr/out/F0000048077857/hview.html

Top URLs in Tweet in G10:
[1] https://jimsinur.blogspot.com/2022/04/what-were-folks-reading-in-1st-quarter.html

Top Domains
Top Domains in Tweet in Entire Graph:
[89] opengovasia.com
[31] twitter.com
[14] google.com
[11] opengov.com
[10] remotejobhuntbuddy.com
[8] archives.gov
[8] youtube.com
[8] medium.com
[8] opengovva.org
[7] opengovpartnership.org

Top Domains in Tweet in G1:
[8] twitter.com
[5] opengov.com
[4] data.gov
[4] archives.gov
[4] e-pluribusunum.org
[3] whitehouse.gov
[2] youtube.com
[2] loc.gov
[1] federalregister.gov
[1] publicspaces.net

Top Domains in Tweet in G2:
[5] opengovpartnership.org
[3] ogpstories.org
[3] ft.com
[1] opengovweek.org
[1] medium.com
[1] twitter.com

Top Domains in Tweet in G3:
[29] opengovasia.com
[11] google.com
[10] remotejobhuntbuddy.com
[6] neurons.ai
[5] twitter.com
[5] com.mx
[5] ri.gov
[3] zobjobs.com
[2] javajobsremote.com
[2] justremote.co

Top Domains in Tweet in G4:
[5] twitter.com
[2] iadb.org
[1] undp.org
[1] google.com
[1] academia.edu
[1] gobiernotransparente.com

Top Domains in Tweet in G5:
[1] clevelandohio.gov
[1] arcgis.com

Top Domains in Tweet in G6:
[2] gov.uk
[1] medium.com

Top Domains in Tweet in G7:
[6] gazettenet.com
[2] masslive.com
[1] bostonglobe.com

Top Domains in Tweet in G8:
[6] brooklineinteractive.org

Top Domains in Tweet in G9:
[1] go.kr

Top Domains in Tweet in G10:
[1] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[256] opengov
[25] communitymedia
[24] opendata
[23] foia
[20] mapoli
[19] opengovweek
[14] gobiernoabierto
[14] remotework
[12] brookline
[12] remotejobs



Top Hashtags in Tweet in G1:
[24] opengov
[7] opendata
[4] foia
[3] evidenceact
[2] covid19
[2] localgovernment
[1] closedstories
[1] openwashing
[1] civictech
[1] disinfo2022

Top Hashtags in Tweet in G2:
[32] opengov
[13] opengovweek
[11] openstories
[7] ukraine
[6] climateaction
[4] civictech
[3] worldhealthday
[2] opencontracting
[1] healthiertomorrow
[1] ogp10

Top Hashtags in Tweet in G3:
[43] opengov
[12] remotework
[12] remotejobs
[6] intoainews
[5] ai
[5] cdo
[4] datagovernance
[4] deeplearning
[4] finperform
[3] artificialintelligence

Top Hashtags in Tweet in G4:
[24] opengov
[11] openstate
[11] gobiernoabierto
[8] opensociety
[8] vocesgobiernoabierto
[7] metricadegobiernoabierto
[5] opengovweek
[3] estadoabierto
[3] españa
[2] latinoamerica

Top Hashtags in Tweet in G5:
[4] opengov

Top Hashtags in Tweet in G6:
[2] opengov
[2] opendata
[1] civictech
[1] statistics

Top Hashtags in Tweet in G7:
[10] bospoli
[10] mapoli
[10] opengov
[4] accountability
[4] election2022
[4] massgov
[2] rosegarden
[1] democracy
[1] debatedodge
[1] evasion

Top Hashtags in Tweet in G8:
[25] communitymedia
[12] brookline
[10] mapoli
[9] civicmedia
[6] opengov
[4] massachusetts
[2] mass
[1] media
[1] peg
[1] pegmedia

Top Hashtags in Tweet in G10:
[1] forbes
[1] forbestech
[1] forbesunder30
[1] govtech

Top Words
Top Words in Tweet in Entire Graph:
[256] #opengov
[170] opengov
[124] asia
[77] open
[72] opengovpart
[56] government
[54] public
[45] redmatriz
[44] data
[43] digital

Top Words in Tweet in G1:
[24] #opengov
[20] data
[12] public
[11] group
[11] whitehouse
[11] opengov
[10] federalcdo
[9] working
[9] opengovpart
[7] meeting

Top Words in Tweet in G2:
[45] opengovpart
[32] #opengov
[25] plan
[18] reconstruction
[16] help
[16] unlike
[16] marshall
[16] go
[16] digital
[16] leveraging

Top Words in Tweet in G3:
[81] opengov
[56] asia
[43] #opengov
[18] remote
[14] data
[13] engineer
[13] singapore
[12] #remotework
[12] #remotejobs
[12] apply

Top Words in Tweet in G4:
[45] redmatriz
[25] government
[24] #opengov
[21] gigapp
[20] junto
[17] open
[17] marco
[17] opengovpart
[16] riga_latam
[16] gobernabilidad

Top Words in Tweet in G5:
[4] #opengov
[3] chrisronayne
[2] cuyahogaoem
[2] cuyahogacounty
[2] weingart2022
[2] tariq_shabazz_
[2] emergency
[2] plans
[2] mayorbibb
[2] intentional

Top Words in Tweet in G6:
[23] open
[22] woman
[22] non
[22] binary
[22] person
[22] work
[22] spaces
[22] something
[22] never
[22] time

Top Words in Tweet in G7:
[10] gt
[10] #bospoli
[10] #mapoli
[10] #opengov
[6] soniachangdiaz
[6] dailyhampgaz
[6] letter
[6] chang
[6] díaz
[5] massdems

Top Words in Tweet in G8:
[25] support
[25] #communitymedia
[18] amendment
[14] kathybisbee
[14] please
[13] brkinteractive
[12] #brookline's
[12] center
[12] co
[12] sponsoring

Top Words in Tweet in G9:
[30] 아니라
[30] 모두가
[15] 발빠짐
[15] 사고는
[15] 휠체어를
[15] 이용하는
[15] 지체장애나
[15] 시각장애인
[15] 뿐
[15] 비장애인

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[124] opengov,asia
[26] open,government
[24] non,binary
[23] woman,non
[23] binary,person
[23] person,work
[23] work,open
[23] open,spaces
[23] spaces,something
[23] something,never

Top Word Pairs in Tweet in G1:
[9] working,group
[6] public,meeting
[6] chief,data
[6] data,officers
[6] officers,federalcdo
[6] federalcdo,data
[6] data,inventory
[6] inventory,working
[6] group,published
[6] published,report

Top Word Pairs in Tweet in G2:
[16] marshall,plan
[16] go,digital
[16] digital,leveraging
[13] month,until
[13] until,#opengovweek
[13] #opengovweek,host
[13] host,attend
[13] attend,co
[13] co,create
[13] create,join

Top Word Pairs in Tweet in G3:
[56] opengov,asia
[11] opengov,hiring
[10] digitising,smes
[10] hiring,remote
[10] apply,#remotejobs
[10] #remotejobs,#remotework
[8] remote,junior
[8] junior,executive
[8] executive,assistant
[8] assistant,scheduler

Top Word Pairs in Tweet in G4:
[17] open,government
[16] 10,atrás
[16] atrás,junto
[16] junto,gran
[16] gran,cesarncruz
[16] cesarncruz,gigapp
[16] gigapp,propusimos
[16] propusimos,generar
[16] generar,ofrecer
[16] ofrecer,marco

Top Word Pairs in Tweet in G5:
[2] cuyahogaoem,cuyahogacounty
[2] cuyahogacounty,chrisronayne
[2] chrisronayne,weingart2022
[2] weingart2022,tariq_shabazz_
[2] tariq_shabazz_,emergency
[2] emergency,plans
[2] plans,#opengov

Top Word Pairs in Tweet in G6:
[22] woman,non
[22] non,binary
[22] binary,person
[22] person,work
[22] work,open
[22] open,spaces
[22] spaces,something
[22] something,never
[22] never,time
[22] time,sit

Top Word Pairs in Tweet in G7:
[10] gt,#bospoli
[10] #bospoli,#mapoli
[6] chang,díaz
[6] #mapoli,#opengov
[5] letter,dailyhampgaz
[5] dailyhampgaz,chang
[5] díaz,choice
[5] choice,governor
[5] governor,gt
[4] poeboston,letter

Top Word Pairs in Tweet in G8:
[14] please,support
[12] support,#brookline's
[12] #brookline's,#communitymedia
[12] #communitymedia,center
[12] center,brkinteractive
[12] brkinteractive,co
[12] co,sponsoring
[12] sponsoring,amendment
[12] amendment,fund
[8] support,#communitymedia

Top Word Pairs in Tweet in G9:
[15] 발빠짐,사고는
[15] 사고는,휠체어를
[15] 휠체어를,이용하는
[15] 이용하는,지체장애나
[15] 지체장애나,시각장애인
[15] 시각장애인,뿐
[15] 뿐,아니라
[15] 아니라,비장애인
[15] 비장애인,어린이
[15] 어린이,모두가

Top Replied-To
Top Replied-To in Entire Graph:
@opengov
@foiapost
@oogdirector
@powerusaid
@rfriedlander46
@alondranelson46
@opengovpart
@johnefrancis
@nikaelugardo
@repmichlewitz

Top Replied-To in G1:
@opengov
@opengovpart
@alondranelson46
@rfriedlander46
@powerusaid
@oogdirector
@foiapost
@dafrankel
@usgsa
@lexfridman

Top Replied-To in G2:
@sarahschacht

Top Replied-To in G4:
@ramirezalujas

Top Replied-To in G5:
@damontaseff
@jlknipper
@cuyahogaoem

Top Replied-To in G8:
@nikaelugardo
@edcoppinger
@staterepmike
@cindycreem
@repmichlewitz

Top Mentioned
Top Mentioned in Entire Graph:
@opengovpart
@redmatriz
@morchickit
@gigapp
@riga_latam
@cesarncruz
@usnatarchives
@kathybisbee
@taekie
@cofoic

Top Mentioned in G1:
@federalcdo
@whitehouse
@opengov
@opengovpart
@ombpress
@digiphile
@potus
@usdatagov
@usgsa
@dcopengov

Top Mentioned in G2:
@opengovpart
@opencontracting
@nestulia
@volodymyrtarnay
@gavinhayman_gw
@openheroines
@jesseworker
@worldresources
@ft
@soizicpenicaud

Top Mentioned in G3:
@jkonga

Top Mentioned in G4:
@redmatriz
@gigapp
@opengovpart
@riga_latam
@cesarncruz
@inapuchile
@diplogobabierto
@ramirezalujas
@mggpudechile
@el_bid

Top Mentioned in G5:
@chrisronayne
@cuyahogacounty
@weingart2022
@tariq_shabazz_
@mayorbibb
@lauramcshanecle
@cuyahogaoem
@digiphile
@cityprowl_jen
@lilliankuri

Top Mentioned in G6:
@morchickit
@openheroines
@davetaz
@jenit
@ldodds
@thomasforth

Top Mentioned in G7:
@soniachangdiaz
@dailyhampgaz
@massdems
@maura_healey
@poeboston
@masslivenews
@northamptonma
@bostonglobe
@globeopinion
@ward4dems

Top Mentioned in G8:
@kathybisbee
@brkinteractive
@tommyvitolo
@cindycreem
@staterepmike
@nikaelugardo
@repmichlewitz

Top Mentioned in G9:
@taekie

Top Mentioned in G10:
@forbescmo
@forbes
@forbestech
@forbeswomen
@forbes_india
@forbeslife
@forbessports
@harvardbiz
@reutersbiz
@bbcbusiness

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@stigmabaseo
@xaelbot
@codedailybot
@javascriptd
@codernotesbot
@hubofml
@eraser
@botsecx
@opensource_orgs

Top Tweeters in G1:
@mznikkinew
@tracytran
@digiphile
@cchucklee
@statedept
@jan_forney
@ethanz
@cp2e
@usaid
@aileengemma

Top Tweeters in G2:
@ft
@f_fusterfabra
@badrujumah
@leowmjw
@observatoricat
@donrudi
@worldresources
@melichaidez
@sitgessvs
@opengovpart

Top Tweeters in G3:
@stigmabaseo
@suriyasubraman
@saeedbaygi
@blogtech12
@techpearce2
@ainewsfeed
@milocamj
@getcalciso
@ways2rock
@philippines_tip

Top Tweeters in G4:
@el_bid
@gpesceh
@redmatriz
@camaracivica
@pnudlac
@gigapp
@transparentegob
@gomezivo
@gmocejudo
@ramirezalujas

Top Tweeters in G5:
@lauramcshanecle
@clevemetroparks
@cityofcleveland
@clecitycouncil
@cuyahogacounty
@cityprowl_jen
@eyeonoh
@cuyahogaoem
@jlknipper
@chrisronayne

Top Tweeters in G6:
@wordfinga
@thomasforth
@kcorrick
@herahussain
@peterkwells
@ldodds
@heatherleson
@jenit
@aborruso
@lizcarolan

Top Tweeters in G7:
@bostonglobe
@jonathancohn
@masslivenews
@poeboston
@altherrterry
@clbergpowers
@dailyhampgaz
@globeopinion
@nicolefonsh
@massdems

Top Tweeters in G8:
@mxweiss2
@brooklinecan
@brooklinehub
@tommyvitolo
@p1brookline
@perrygrossman
@nikaelugardo
@cindycreem
@teamtommyv
@kathybisbee

Top Tweeters in G9:
@haniruri
@milli_ve
@popocucu
@jangyj76
@ugyng2
@e0en
@iminsharkin
@wmf776759
@d_denum
@deimos18770812

Top Tweeters in G10:
@forbes
@reutersbiz
@forbestech
@forbeslife
@bbcbusiness
@harvardbiz
@forbes_india
@govern
@feardept
@forbessports


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