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opendata_2019-04-24_06-32-25.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 24, 2019
Short Description:
opendata via NodeXL http://bit.ly/2VmbbYt
@eu_dataportal
@opendata_lab
@copernicuseu
@codebridgep
@chidambara09
@opencontracting
@speckandtech
@rebastion
@numfocus
@ogddachli

Top hashtags:
#opendata
#ai
#bigdata
#smartcities
#boutiquebigdata
#data
#iot
#civictech

Description:
Description
The graph represents a network of 4,089 Twitter users whose tweets in the requested range contained "opendata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 24 April 2019 at 13:33 UTC.

The requested start date was Tuesday, 23 April 2019 at 00:01 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 6-day, 2-hour, 28-minute period from Tuesday, 16 April 2019 at 21:31 UTC to Monday, 22 April 2019 at 23:59 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 : 4089
Unique Edges : 5648
Edges With Duplicates : 2408
Total Edges : 8056
Number of Edge Types : 3
Mentions : 6395
Replies to : 157
Tweet : 1504
Self-Loops : 1504
Reciprocated Vertex Pair Ratio : 0.0331830477908025
Reciprocated Edge Ratio : 0.0642345959155175
Connected Components : 423
Single-Vertex Connected Components : 130
Maximum Vertices in a Connected Component : 2264
Maximum Edges in a Connected Component : 5733
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.80006
Graph Density : 0.000342728976936356
Modularity : 0.681683
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[55] http://blogs.worldbank.org/opendata/half-world-s-poor-live-just-5-countries?CID=POV_TT_Poverty_EN_EXT
[36] https://brasil.io:443/
[21] https://blog.brasil.io/2019/04/18/1-ano-de-dados-acessiveis/
[18] https://iniciativabarcelonaopendata.cat/ca/2019/04/workshop-especial-dones-les-dades-pels-nostres-projectes/
[17] https://www.merconference.com/
[16] https://opendata.ellak.gr/2019/04/19/kalesma-gia-ethelontes-gia-to-1o-iealth-datathon/
[14] https://www.digitale-gesellschaft.ch/2019/04/20/opendata-ch-2019-neu-als-unconference-donnerstag-4-juli-2019/
[14] https://www.merconference.com
[13] https://www.numfocus.org/membership/?utm_source=Twitter&utm_medium=social&utm_campaign=Donor_Quote1
[13] https://opendata.cbs.nl/statline/#/CBS/nl/dataset/80781ned/table?dl=1CD0D

Top URLs in Tweet in G1:
[7] https://video-streaming.orange.fr/high-tech-science/webinaire-dcant-5-comment-mettre-en-uvre-l-open-data-dans-les-territoires-CNT0000019KusO.html
[6] https://www.ladepeche.fr/2019/04/15/numerique-la-region-occitanie-et-16-organisations-publiques-et-privees-lancent-lassociation-occitanie-data,8132259.php
[6] http://opendata.afnic.fr
[4] https://www.lagazettedescommunes.com/618205/acces-aux-donnees-energetiques-locales-encore-un-effort/
[4] https://www.lagazettedescommunes.com/618281/letat-veut-accelerer-sa-transformation-numerique/
[4] http://data.metropolegrenoble.fr/
[4] https://www.lagazettedescommunes.com/615960/ouverture-des-donnees-un-portail-commun-sur-mesure-et-gratuit/
[4] https://www.dalloz-actualite.fr/flash/cnil-et-rgpd-retour-sur-une-annee-de-transition
[3] https://www.eventbrite.fr/e/billets-hackathon-demande-de-valeurs-foncieres-dvf-60538673803?utm-medium=discovery&utm-campaign=social&utm-content=attendeeshare&aff=estw&utm-source=tw&utm-term=listing
[2] https://www.acteurspublics.com/2019/04/17/fnccr-collectivites-cycle-de-la-donnee-etude

Top URLs in Tweet in G2:
[10] https://www.numfocus.org/membership/?utm_source=Twitter&utm_medium=social&utm_campaign=Donor_Quote1
[8] https://numfocus.salsalabs.org/subscribe
[5] https://www.meetup.com/pro/pydata/
[5] https://www.numfocus.org/membership/?utm_source=Twitter&utm_medium=social&utm_campaign=Donor_Quote6
[4] https://www.numfocus.org/membership/?utm_source=Twitter&utm_medium=social&utm_campaign=Donor_Quote5
[3] https://publications.europa.eu/en/web/eudatathon/visitor-registration
[3] http://dev.geekulcha.com/autumn/
[3] https://www.poolparty.biz/
[2] https://sentinel-hub.com/contest
[2] https://twitter.com/chihacknight/status/1118307494743478272

Top URLs in Tweet in G3:
[17] https://iniciativabarcelonaopendata.cat/ca/2019/04/workshop-especial-dones-les-dades-pels-nostres-projectes/
[8] https://www.europeandataportal.eu/data/#/datasets?locale=en&country=be
[8] https://waarnemingen.be/
[7] https://www.odhb.net/
[6] https://www.europeandataportal.eu/data/#/datasets?locale=en&country=sk
[5] https://www.europeandataportal.eu/data/#/datasets?locale=en&country=it
[5] https://www.ticbeat.com/tecnologias/por-que-es-tan-dificil-reutilizar-nuestros-datos-de-salud-en-investigacion/
[4] https://www.europeandataportal.eu/en/highlights/economic-benefits-open-data
[4] http://www.navitia.io
[4] https://www.dcat-ap.de/

Top URLs in Tweet in G4:
[3] http://blogs.worldbank.org/opendata/half-world-s-poor-live-just-5-countries?CID=POV_TT_Poverty_EN_EXT
[3] https://ec.europa.eu/digital-single-market/en/open-data
[3] https://zurl.co/6ZZv
[2] https://www.lavieimmo.com/prix-immobilier/le-fisc-va-rendre-totalement-publiques-ses-donnees-sur-les-prix-de-l-immobilier-des-5-dernieres-annees-45344.html
[2] https://www.govevents.com/Blog-Acquisition-Apr18/
[2] http://tweetedtimes.com/v/7179
[2] https://twitter.com/dastikop/status/1115098083417681921
[1] https://www.theverge.com/2018/9/5/17822562/google-dataset-search-service-scholar-scientific-journal-open-data-access
[1] https://twitter.com/ComputersGr/status/1118269151884087296
[1] http://xbrl.squarespace.com/journal/2019/4/16/self-guided-tour-of-xbrl-based-financial-reports.html

Top URLs in Tweet in G5:
[51] http://blogs.worldbank.org/opendata/half-world-s-poor-live-just-5-countries?CID=POV_TT_Poverty_EN_EXT
[6] https://apolitical.co/solution_article/open-justice-pioneering-buenos-aires/
[4] https://blogs.worldbank.org/opendata/data-day-data-decade?cid=POV_TT_Poverty_EN_EXT
[3] https://blogs.worldbank.org/opendata/data-day-data-decade
[3] https://blogs.worldbank.org/opendata/data-day-data-decade?cid=POV_TT_Poverty_EN_EXT&hootPostID=6aa8bec3b00f0a075746e017130729ff
[3] https://twitter.com/OpenDataWatch/status/1118139734973386752
[2] https://blogs.worldbank.org/opendata/node/2499/?cid=SHR_BlogTweetable_XX_EXT
[2] http://blogs.worldbank.org/opendata/2017-atlas-sustainable-development-goals-new-visual-guide-data-and-development?CID=DEC_TT_data_EN_EXT
[2] https://twitter.com/OpenJusticeObs/status/1118412434572812288
[2] https://docs.google.com/document/d/1SRw0XZKCN0BJDHZxiDFv7UOTKtnl_0bHCrYh4c3DE5c/edit?usp=sharing

Top URLs in Tweet in G6:
[11] https://www.nature.com/articles/s41467-019-08794-x
[3] https://figshare.com/articles/The_State_of_Open_Data_Report_2018/7195058/2
[2] https://twitter.com/simonhodson99/status/1118136360064430081
[2] https://www.biorxiv.org/content/10.1101/598318v1
[2] https://resourcewatch.org/topics?utm_source=twitter&utm_medium=resource_watch&utm_campaign=socialmedia
[2] https://twitter.com/ucbitss/status/1118300167898161153
[1] https://policy.cio.gov/fitara/#Attachment-C
[1] https://numfocus.salsalabs.org/subscribe
[1] https://twitter.com/OpenResearchFG/status/1118189311227154434
[1] https://arxiv.org/abs/1904.08239

Top URLs in Tweet in G7:
[11] http://www.wiomax.com/what-can-bikeshare-system-data-tell-us-about-corral-service-operations/
[5] https://www.darpa.mil/work-with-us/ai-next-campaign
[4] https://finance.yahoo.com/news/amazon-crunch-data-chilean-stargazers-142707920.html
[4] https://data.gov.uk/dataset/96fce7bb-6561-4084-97cb-6ba92d982903/seabird-mapping-sensitivity-tool
[4] http://dx.plos.org/10.1371/journal.pone.0106366
[4] http://www.datadaptive.com/?pg=8
[3] https://www.youtube.com/watch?v=SkVX39hrxxg&feature=youtu.be

[3] http://www.geosummit.ch/
[2] https://dy.si/uZvLzX
[2] https://www.youtube.com/watch?v=RqQGUJK7Na4&feature=youtu.be


Top URLs in Tweet in G8:
[4] https://kimglobal.com/es/evento/cophack/
[3] https://www.smartcitiesdive.com/news/chicago-publishes-ride-hailing-info-on-open-data-portal/552760/?hootPostID=b0dd8f90ed931653dc3ef9d3091c9198
[2] https://www.smartcitiesdive.com/news/chicago-publishes-ride-hailing-info-on-open-data-portal/552760/
[2] https://www.smartcitiesdive.com/news/new-york-city-releases-api-to-clear-up-social-service-eligibility/552892/?hootPostID=a7dd303ab570d94ba3d5f8713cb259a6
[2] https://www.bbc.com/news/world-us-canada-47956760
[1] https://opendata.transport.nsw.gov.au/get-started
[1] https://opendata.transport.nsw.gov.au/
[1] https://opendataforum.transport.nsw.gov.au
[1] https://opendata.transport.nsw.gov.au/open-data-request
[1] https://zurl.co/WdvR

Top URLs in Tweet in G9:
[7] https://opendata.duesseldorf.de/dataset/kirchenaustritte-seit-1988-d%C3%BCsseldorf
[5] https://opendata.duesseldorf.de/dataset/haushalte-seit-2014
[3] https://daten.berlin.de/datensaetze/stra%C3%9Fenbefahrung-2014-poller-wfs-0
[2] https://twitter.com/eGovBonn/status/1118537075014406145
[1] https://github.com/ulid000/berlin-bollards
[1] https://codefordus.nrw/open-data-day-2019/
[1] https://wiki.openstreetmap.org/wiki/File:Zeichen_253_-_Verbot_f%C3%BCr_Kraftfahrzeuge_mit_einem_zul%C3%A4ssigen_Gesamtgewicht,_StVO_1992.svg
[1] https://wo-ist-markt.de/#berlin
[1] https://qz.com/1561654/how-long-does-a-scooter-last-less-than-a-month-louisville-data-suggests/
[1] https://twitter.com/Rebastion/status/1118518229385793537

Top URLs in Tweet in G10:
[9] https://mailchi.mp/fpwa/fpwa-statement-on-new-york-city-fy19-budget-1334989?e=d13ecc6728
[2] http://usaspending.gov
[1] https://digital.gov/event/2019/04/17/an-introduction-us-data-federation/
[1] https://thehill.com/opinion/technology/439467-open-data-promotes-citizen-engagement-at-the-local-level
[1] http://newsroom.ucla.edu/releases/bioinformatics-for-all
[1] https://www.data.gov/applications
[1] https://e-pluribusunum.org/2019/01/15/president-trump-signs-historic-open-government-data-bill-into-law/
[1] https://e-pluribusunum.org/2018/12/20/senate-passes-evidence-based-policymaking-bill-setting-up-historic-win-for-open-government-data/
[1] https://twitter.com/marcusdipaola/status/1118594153485676544
[1] https://freedom.press/news/freedom-information-act-getting-worse-under-trump-administration/

Top Domains
Top Domains in Tweet in Entire Graph:
[226] twitter.com
[97] worldbank.org
[70] brasil.io
[53] europeandataportal.eu
[52] youtube.com
[47] cbs.nl
[32] merconference.com
[28] co.uk
[25] numfocus.org
[25] arcgis.com

Top Domains in Tweet in G1:
[15] twitter.com
[12] lagazettedescommunes.com
[7] orange.fr
[7] afnic.fr
[6] ladepeche.fr
[5] metropolegrenoble.fr
[4] dalloz-actualite.fr
[4] gouv.fr
[3] eventbrite.fr
[2] acteurspublics.com

Top Domains in Tweet in G2:
[19] numfocus.org
[8] europa.eu
[8] salsalabs.org
[6] twitter.com
[5] meetup.com
[3] geekulcha.com
[3] poolparty.biz
[2] co.uk
[2] sentinel-hub.com
[2] copernicus.eu

Top Domains in Tweet in G3:
[46] europeandataportal.eu
[18] twitter.com
[17] iniciativabarcelonaopendata.cat
[13] gob.es
[8] barcelona.cat
[8] waarnemingen.be
[7] odhb.net
[5] ticbeat.com
[5] navitia.io
[5] dcat-ap.de

Top Domains in Tweet in G4:
[35] twitter.com
[13] worldbank.org
[6] opendata-web.site
[4] twi.li
[4] europa.eu
[4] kubicle.com
[3] lnkd.in
[3] lavieimmo.com
[3] zurl.co
[2] cbs.nl

Top Domains in Tweet in G5:
[71] worldbank.org
[7] twitter.com
[6] apolitical.co
[2] google.com
[1] forbes.com
[1] opendatawatch.com
[1] bit.ly
[1] humdata.org

Top Domains in Tweet in G6:
[11] nature.com
[8] twitter.com
[4] figshare.com
[4] resourcewatch.org
[2] biorxiv.org
[1] cio.gov
[1] salsalabs.org
[1] arxiv.org
[1] orfg.org
[1] numfocus.org

Top Domains in Tweet in G7:
[41] youtube.com
[16] co.uk
[11] wiomax.com
[10] gov.uk
[6] wikipedia.org
[5] darpa.mil
[5] datadaptive.com
[4] yahoo.com
[4] plos.org
[4] twitter.com

Top Domains in Tweet in G8:
[7] smartcitiesdive.com
[5] twitter.com
[4] gov.au
[4] kimglobal.com
[2] zurl.co
[2] odileeds.org
[2] ac.uk
[2] bbc.com
[1] threesixtygiving.org
[1] opentransportnorth.com

Top Domains in Tweet in G9:
[12] duesseldorf.de
[5] twitter.com
[3] berlin.de
[1] github.com
[1] codefordus.nrw
[1] openstreetmap.org
[1] wo-ist-markt.de
[1] qz.com
[1] bonn.de
[1] offenesdatenportal.de

Top Domains in Tweet in G10:
[9] mailchi.mp
[3] e-pluribusunum.org
[3] twitter.com
[2] usaspending.gov
[2] thehill.com
[2] google.com
[1] digital.gov
[1] ucla.edu
[1] data.gov
[1] freedom.press

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3076] opendata
[1014] ai
[945] bigdata
[854] smartcities
[828] boutiquebigdata
[176] data
[110] iot
[91] civictech
[78] openscience
[76] opengov



Top Hashtags in Tweet in G1:
[119] opendata
[24] smartcity
[16] data
[10] numérique
[10] foncier
[10] hackathon
[9] ia
[6] learningexpedition
[6] day1
[5] fracan

Top Hashtags in Tweet in G2:
[117] opendata
[41] datascience
[35] autumndevdays
[25] ai
[25] opensource
[20] machinelearning
[17] pydata
[15] python
[14] eudatathon
[12] sentinel3

Top Hashtags in Tweet in G3:
[187] opendata
[32] datasets
[26] data
[20] datosabiertos
[12] especialdones
[11] transport
[10] desafioaporta2019
[10] opendatabcn
[8] psi
[8] education

Top Hashtags in Tweet in G4:
[132] opendata
[7] data
[6] transparency
[4] bigdata
[4] gis
[4] analytics
[4] förderung
[3] blockchain
[3] hcsmeufr
[3] esante

Top Hashtags in Tweet in G5:
[51] countpovertyout
[50] didyouknow
[28] opendata
[22] dataday
[17] dyk
[7] endpoverty
[6] justiciaabierta
[6] openjustice
[5] datosabiertos
[4] vacancy

Top Hashtags in Tweet in G6:
[57] opendata
[16] openscience
[16] landsat
[15] openaccess
[9] fairdata
[8] anakkratakau
[5] civic
[5] opengovernment
[5] ensembl
[4] openresearch

Top Hashtags in Tweet in G7:
[848] opendata
[831] ai
[811] bigdata
[799] smartcities
[792] boutiquebigdata
[11] datascience
[11] smartcity
[11] bikesharing
[11] operations
[11] corralservice

Top Hashtags in Tweet in G8:
[95] opendata
[28] smartcities
[11] transport
[9] innovation
[9] mybus
[8] data
[7] nsw
[6] slimindestad
[5] apps
[5] startup

Top Hashtags in Tweet in G9:
[74] opendata
[18] digitales
[18] civictech
[12] düsseldorf
[9] oddd18
[6] openwednesday
[4] shared
[4] bird
[3] ogpde
[2] openstreetmap

Top Hashtags in Tweet in G10:
[42] opengov
[28] opendata
[14] trumpbudget
[9] fedfundstracker
[2] data
[1] rstats
[1] tableau
[1] datascience
[1] government
[1] usdatafederation

Top Words
Top Words in Tweet in Entire Graph:
[2634] Words in Sentiment List#1: Positive
[1593] Words in Sentiment List#2: Negative
[25] Words in Sentiment List#3: Angry/Violent
[117644] Non-categorized Words
[121871] Total Words
[3062] #opendata
[1014] #ai
[964] data
[945] #bigdata
[854] #smartcities

Top Words in Tweet in G1:
[137] et
[136] à
[122] des
[118] #opendata
[100] pour
[85] les
[77] données
[74] au
[66] etalab
[63] avec

Top Words in Tweet in G2:
[117] #opendata
[66] copernicuseu
[56] numfocus
[47] s
[41] #datascience
[35] #autumndevdays
[35] 4th
[34] innovhub
[31] data
[29] eu_opendata

Top Words in Tweet in G3:
[187] #opendata
[84] eu_dataportal
[39] data
[37] les
[36] open
[36] datosgob
[33] dades
[32] #datasets
[28] https
[27] read

Top Words in Tweet in G4:
[132] #opendata
[61] data
[26] open
[18] more
[17] s
[10] new
[10] les
[10] 1
[10] public
[9] 5

Top Words in Tweet in G5:
[83] worldbank
[76] countries
[75] poor
[75] half
[75] 5
[64] extreme
[60] world's
[51] #countpovertyout
[50] #didyouknow
[50] home

Top Words in Tweet in G6:
[57] #opendata
[30] data
[16] #openscience
[16] life
[16] resources
[16] #landsat
[15] team
[15] happy
[15] #openaccess
[15] week

Top Words in Tweet in G7:
[848] #opendata
[831] #ai
[811] #bigdata
[799] #smartcities
[792] #boutiquebigdata
[72] out
[70] work
[68] gt
[63] up
[63] one

Top Words in Tweet in G8:
[94] #opendata
[52] pour
[52] transportdatafr
[50] et
[41] plus
[35] datagouvfr
[35] fr3dp3tit
[35] avec
[34] données
[34] peu

Top Words in Tweet in G9:
[74] #opendata
[43] 2019
[36] förderung
[22] 16
[20] opendataddorf
[19] rund
[18] #digitales
[18] ehrenamt
[18] #civictech
[18] soll

Top Words in Tweet in G10:
[67] data
[42] #opengov
[41] law
[40] potus
[40] today
[40] digiphile
[38] thejusticedept
[38] doj
[37] didn
[37] t

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[819] #opendata,#smartcities
[818] #boutiquebigdata,#opendata
[815] #bigdata,#ai
[810] #smartcities,#bigdata
[266] gt,gt
[204] open,data
[102] 5,countries
[96] des,données
[83] half,world's
[81] gt,#ai

Top Word Pairs in Tweet in G1:
[53] 24,avril
[52] des,données
[52] à,bercy
[41] #opendata,base
[30] demande,valeurs
[30] avril,rdv
[30] rdv,à
[30] bercy,pour
[30] pour,l'ouverture
[30] l'ouverture,#opendata

Top Word Pairs in Tweet in G2:
[19] become,numfocus
[19] numfocus,member
[18] 4th,innovhub
[18] #opensource,#datascience
[16] #autumndevdays,hosted
[16] hosted,innovation
[16] innovation,hub
[16] hub,innovhub
[16] innovhub,4th
[16] 4th,enlightenment

Top Word Pairs in Tweet in G3:
[25] eu_dataportal,#opendata
[22] #opendata,country
[22] country,day
[22] discover,#datasets
[22] #datasets,around
[22] around,nation
[22] les,dades
[20] 25,abril
[18] https,t
[18] t,co

Top Word Pairs in Tweet in G4:
[15] open,data
[5] 5,countries
[4] world,s
[4] #opendata,#transparency
[4] 2019,04
[4] public,data
[4] #opendata,#förderung
[3] using,#opendata
[3] les,10
[3] 10,lauréats

Top Word Pairs in Tweet in G5:
[75] 5,countries
[64] extreme,poor
[60] half,world's
[50] #didyouknow,5
[50] countries,home
[50] home,half
[50] world's,extreme
[50] poor,#countpovertyout
[48] worldbank,#didyouknow
[47] #countpovertyout,#en

Top Word Pairs in Tweet in G6:
[14] 30,babies
[14] 1st,week
[14] week,life
[12] happiness,productivity
[12] productivity,software
[12] software,engineers
[12] engineers,attempts
[12] attempts,understand
[12] understand,happy
[12] happy,developers

Top Word Pairs in Tweet in G7:
[791] #opendata,#smartcities
[790] #smartcities,#bigdata
[789] #bigdata,#ai
[788] #boutiquebigdata,#opendata
[33] gt,gt
[28] ai,fundamentally
[28] fundamentally,changes
[28] changes,nature
[28] nature,work
[28] work,gt

Top Word Pairs in Tweet in G8:
[33] peu,plus
[33] plus,4ans
[33] 4ans,après
[33] après,avoir
[33] avoir,publié
[33] publié,pour
[33] pour,première
[33] première,fois
[33] fois,#opendata
[33] #opendata,avec

Top Word Pairs in Tweet in G9:
[18] förderung,#digitales
[18] #digitales,ehrenamt
[18] ehrenamt,rund
[18] rund,#opendata
[18] #opendata,#civictech
[18] #civictech,soll
[18] soll,förderung
[18] förderung,2019
[18] 2019,2020
[18] 2020,höherem

Top Word Pairs in Tweet in G10:
[41] #opengov,data
[37] today,thejusticedept
[37] thejusticedept,didn
[37] didn,t
[37] t,comply
[37] comply,#opengov
[37] data,act
[37] act,potus
[37] potus,signed
[37] signed,law

Top Replied-To
Top Replied-To in Entire Graph:
@pierre_markuse
@tonpin1234
@londonsnowwatch
@weeseandbeyond
@lcomparat
@sentinel_hub
@yannguegan
@marcusdipaola
@petebuttigieg
@bioinformagic

Top Replied-To in G1:
@lcomparat
@eigforever
@henriverdier
@jacquespriol
@unpi_fr
@inno_3
@dgfip_officiel
@datactivi_st

Top Replied-To in G2:
@pierre_markuse
@londonsnowwatch
@sentinel_hub
@markwalters_
@annamaria_84
@ldodds

Top Replied-To in G3:
@robermape
@museummodernart
@vojta_suchy
@eu_dataportal

Top Replied-To in G5:
@worldbank
@garshehu

Top Replied-To in G6:
@codatanews
@copernicuseu
@arrayexpressebi
@codataatg

Top Replied-To in G7:
@owenboswarva

Top Replied-To in G8:
@15marches
@digiotouch

Top Replied-To in G9:
@arianedecramer
@guido_burger
@konradmd
@raymond_de
@wikidata

Top Replied-To in G10:
@marcusdipaola
@petebuttigieg
@cityofmgm
@ricktillistn

Top Mentioned
Top Mentioned in Entire Graph:
@pleasureethics
@eu_dataportal
@worldbank
@copernicuseu
@usafacts
@etalab
@merconference
@dsmeu
@budgitng
@transportdatafr

Top Mentioned in G1:
@etalab
@occitaniedata
@opendata_fr
@laurelucchesi
@jacquespriol
@opennorth
@occitanie
@dgfip_officiel
@poledonnees
@civiteo_cs

Top Mentioned in G2:
@copernicuseu
@innovhub
@eu_opendata
@geekulcha
@numfocus
@katka_nedbal
@pleasureethics
@esa_eo
@sentinel_hub
@eo_open_science

Top Mentioned in G3:
@eu_dataportal
@datosgob
@gbif
@bcn_digital
@kisiodigital
@natuurstudie
@europarl_en
@openapparelreg
@nextgeoss
@openaire_eu

Top Mentioned in G4:
@jimbarry

Top Mentioned in G5:
@worldbank
@fuhaishan
@worldbankkenya
@opendatawatch
@wbg_poverty
@worldbankdata
@cfelipejaramil1
@pablohilaire
@jpcyf10
@knbstats

Top Mentioned in G6:
@williamsruto
@tonyveco
@dgraziotin
@simonhodson99
@atulbutte
@aliveandthrive
@resource_watch
@codatanews
@barendmons
@figshare

Top Mentioned in G7:
@kirkdborne
@pleasureethics
@xfxie
@francesca_bria
@naturalengland
@fixmyberlin
@darpa
@owenboswarva
@datadaptive
@opencitymodel

Top Mentioned in G8:
@transportdatafr
@datagouvfr
@fr3dp3tit
@filbleu
@mybus_
@odileeds
@smartcitiesdive
@kim_global
@the_prbb
@datatfnsw

Top Mentioned in G9:
@opendataddorf
@codefordus
@egovbonn
@transparency_de
@tbsprs
@stadtbueduedorf
@okfde
@muelheim_ruhr
@ulid000
@tursics

Top Mentioned in G10:
@potus
@digiphile
@thejusticedept
@usdatagov
@debbieweinstein
@fpwa
@petebuttigieg
@coalitionhn
@denicewross
@digital_gov

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@nosqldigest
@blabalade
@mattmurph24
@gamergeeknews
@seekingalpha
@ottlegalrebels
@chidambara09
@eraser
@thehill

Top Tweeters in G1:
@wwf
@legrouxvincent
@nicobaudon
@le_parisien
@rldi_lamy
@ladepechedumidi
@frenchweb
@bigwo0rk
@ensembleemacron
@jplarger

Top Tweeters in G2:
@entwistletx
@machinelearn_d
@pardoe_ai
@rocketman528
@akdm_bot
@fetsihd
@jolyonmaugham
@analani
@girlgamer_ynwa
@cheshirelive

Top Tweeters in G3:
@pdp00000001
@jmarinpu
@jjmerelo
@clearmapping
@ticbeat
@siobhanleachman
@redespanola
@andaluciajunta
@bcn_mobilitat
@jcyl

Top Tweeters in G4:
@eraser
@polluxeblog
@econ_cl
@udit_eco
@dyaalertas
@georgecohta
@dastikop
@euscicomm
@stella_vaskoudi
@yesonline

Top Tweeters in G5:
@srcardenadenis
@africaupdates
@forbes
@batychicas
@nashmessiah
@nafisnazri
@mnarbs
@sebaso
@humanistrider
@royaltrendia

Top Tweeters in G6:
@_open_science_
@dnaed_tech
@nnenna
@natgeo
@openscience
@kozo2
@mtobis
@edwardpeguero1
@worldresources
@scicommbot

Top Tweeters in G7:
@pleasureethics
@ipfconline1
@mench90
@kirkdborne
@ookikiola
@topstartupsusa
@industryai
@programmableweb
@klarkkant
@iambhutia

Top Tweeters in G8:
@bbcnews
@estrellaonline
@huwsayer
@nbcnews
@thomasforth
@google
@astroalteraane
@noscandidats
@smartcitiesdive
@aelwenn42

Top Tweeters in G9:
@pschiffer
@berlincyclist
@reg_nerd
@piratenddorf
@lespocky
@wakoatleast
@fubits
@konradmd
@willichnich
@bundesstadt

Top Tweeters in G10:
@samhainnight
@tammyinlalaland
@llacigart
@jeffsonstein
@chrisgeidner
@agentmcnasty
@wendytherealtor
@digiphile
@charlescollier
@swmstn2


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