opendata, Twitter, 11/16/2020 9:14:35 PM, 241598


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opendata_2020-11-16_12-23-41.xlsx
opendata_2020-11-16_12-23-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 16, 2020
Short Description:
opendata via NodeXL https://bit.ly/36G90CS
@openscitalk
@eu_opendata
@kirkdborne
@cq94
@worldbankdata
@eu_dataportal
@worldbank
@salhaj
@odihq
@glenkcampbell

Top hashtags:
#opendata
#covid19
#bigdata
#ai
#datascience
#analytics
#bi
#database
#dataengineering

Description:
Description
The graph represents a network of 6,600 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 Monday, 16 November 2020 at 20:43 UTC.

The requested start date was Monday, 16 November 2020 at 01:01 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 8-day, 16-hour, 54-minute period from Thursday, 05 November 2020 at 14:16 UTC to Saturday, 14 November 2020 at 07:11 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 : 6600
Unique Edges : 5102
Edges With Duplicates : 12082
Total Edges : 17184
Number of Edge Types : 5
Retweet : 4747
MentionsInRetweet : 6808
Mentions : 3622
Tweet : 1447
Replies to : 560
Self-Loops : 1524
Reciprocated Vertex Pair Ratio : 0.0392489537382649
Reciprocated Edge Ratio : 0.0755333043099695
Connected Components : 730
Single-Vertex Connected Components : 260
Maximum Vertices in a Connected Component : 4423
Maximum Edges in a Connected Component : 13587
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.502944
Graph Density : 0.000210959419930476
Modularity : 0.507206
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,600 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 Monday, 16 November 2020 at 20:43 UTC.

The requested start date was Monday, 16 November 2020 at 01:01 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 8-day, 16-hour, 54-minute period from Thursday, 05 November 2020 at 14:16 UTC to Saturday, 14 November 2020 at 07:11 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 : opendata
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:
[138] https://fcub.fluidware.it/stations
[75] https://www.harp.lg.jp/opendata/dataset/1369.html
[39] https://nextstrain.org/ncov
[31] https://www.snapchat.com/add/cjuan9064
[30] http://www.pref.hokkaido.lg.jp/ss/jsk/opendata/covid19.htm
[28] http://unitedagainstrefugeedeaths.eu/map/
[23] https://twitter.com/BFMTV/status/1326113175729795072
[19] https://numfocus.salsalabs.org/subscribe
[14] https://blogs.worldbank.org/opendata/global-poverty-reduction-slowing-regional-trends-help-understanding-why
[13] https://theodi.org/article/how-data-access-can-support-innovation-in-agriculture/?utm_campaign=Open%20Data&utm_content=145488501&utm_medium=social&utm_source=twitter&hss_channel=tw-472146253

Top URLs in Tweet in G1:
[7] https://europaevent.webex.com/mw3300/mywebex/default.do?nomenu=true&siteurl=europaevent&service=6&rnd=0.915482404619007&main_url=https%3A%2F%2Feuropaevent.webex.com%2Fec3300%2Feventcenter%2Fevent%2FeventAction.do%3FtheAction%3Ddetail%26%26%26EMK%3D4832534b00000004557d8da9f827514e3a8c922a7ceeb6d9f0d83f1c3f4c2adc1b2a16508e85853f%26siteurl%3Deuropaevent%26confViewID%3D177430900677544140%26encryptTicket%3DSDJTSwAAAASJXRkhxveQsu3-Z6nFzS1g2VlUCcFh_swzBYUDVGtuuA2%26
[6] https://survey.alchemer.eu/s3/90281430/open-data-explained-webinars
[5] https://www.flickr.com/short_urls.gne?photoset=aHsmRrZYQi
[4] https://earthobservations.org/geoweek2020.php?t=today
[4] https://op.europa.eu/en/web/endorse
[3] https://forest.eea.europa.eu/
[3] https://data.europa.eu/euodp/en/data/dataset/dgt-translation-memory
[3] https://www.ecdc.europa.eu/en/novel-coronavirus-china
[3] https://www.ecdc.europa.eu/en/publications-data/covid-19-risk-assessment-increased-transmission-thirteenth-update
[3] https://www.greenunivers.com/2020/11/comment-les-territoires-semparent-des-donnees-sur-lenergie-246118/?utm_source=mailpoet&utm_medium=email&utm_campaign=newsletter-post-title_5

Top URLs in Tweet in G2:
[138] https://fcub.fluidware.it/stations
[19] https://numfocus.salsalabs.org/subscribe
[8] https://git.fluidware.it/milanoscaloromana/pm/blob/master/README.md
[8] https://www.iochem-bd.org/about.html
[7] https://www.eventbrite.co.uk/e/opening-up-agricultural-research-and-data-tickets-125211911197
[7] https://e-learning-teleformacion.blogspot.com/2019/10/tech-e-training-artificial-intelligence.html
[7] https://cfte.education/2020/07/13/how-some-banks-are-100x-more-efficient-than-others/
[5] https://numfocus.org/your-support
[5] https://datascience.nih.gov/news/nih-activities-rda
[4] https://vu-nl.libcal.com/event/3623596

Top URLs in Tweet in G3:
[10] https://www.banquedesterritoires.fr/de-lopen-data-au-small-data-le-pilotage-par-la-donnee-petits-pas
[8] https://www.data.gouv.fr/fr/datasets/api-boamp-beta/
[8] https://geo.api.gouv.fr/adresse
[5] https://www.usine-digitale.fr/article/la-cnil-approuve-wedata-pour-l-anonymisation-des-donnees-de-sante.N1024644
[5] https://www.mission-open-data.fr/
[5] https://gather.town/
[4] https://data.gouv.fr/
[3] https://www.archimag.com/univers-data/2020/11/10/bayonne-ouvre-portail-open-data
[3] https://www.data.gouv.fr/fr/posts/nouvelles-fonctionnalites-relatives-aux-schemas-de-donnees-sur-data-gouv-fr/
[3] https://www.semaine52.com/

Top URLs in Tweet in G4:
[6] https://www.data.gv.at/
[5] https://covid-checker.de/
[4] https://www.data.gv.at/2020/11/13/neue-leitfaeden-zu-open-data-analyse-open-data-governance/
[3] https://oknrw.de/veranstaltungen/offene-kommunen-nrw-2020/
[3] https://opendata.dortmund.de/Informationsportal/
[3] https://www.data.gv.at/anwendung-einreichen/
[3] https://www.data.gv.at/katalog/dataset/c91a4635-8b7d-43fe-9b27-d95dec8392a7
[2] https://openapparel.org/
[2] https://opendata.schleswig-holstein.de/dataset/kindertagesstatten1
[2] https://twitter.com/govdata_de/status/1326932634065362944

Top URLs in Tweet in G5:
[31] https://www.snapchat.com/add/cjuan9064
[8] http://www.pref.hokkaido.lg.jp/ss/jsk/opendata/covid19.htm
[6] https://www.harp.lg.jp/opendata/dataset/1369.html
[5] https://twinybots.ch/
[5] https://blogs.worldbank.org/opendata/impact-covid-19-global-poverty-under-worsening-growth-and-inequality
[4] https://theodi.org/article/how-data-access-can-support-innovation-in-agriculture/?utm_campaign=Open%20Data&utm_content=145488501&utm_medium=social&utm_source=twitter&hss_channel=tw-472146253
[3] https://data.pa.gov/Government-Efficiency-Citizen-Engagement/2020-General-Election-Mail-Ballot-Requests-Departm/mcba-yywm/data
[3] https://opendata.townofmorrisville.org/pages/home/
[2] https://blogs.worldbank.org/opendata/global-poverty-reduction-slowing-regional-trends-help-understanding-why
[2] https://www.opendata.nhs.scot/dataset/covid-19-in-scotland

Top URLs in Tweet in G6:
[1] https://dy.si/oeydWg
[1] https://bit.ly/3kVfSSF
[1] https://cfte.education/2020/07/13/how-some-banks-are-100x-more-efficient-than-others/

Top URLs in Tweet in G7:
[4] https://blogs.worldbank.org/opendata/356-million-children-live-extreme-poverty
[3] https://blogs.worldbank.org/opendata/global-poverty-reduction-slowing-regional-trends-help-understanding-why?cid=dec_tt_data_en_ext
[3] https://blogs.worldbank.org/opendata/data-innovation-fund-website-live?cid=dec_tt_data_en_ext
[3] https://blogs.worldbank.org/opendata/introducing-global-infrastructure-map?deliveryName=DM84546?cid=SHR_BlogSiteShare_EN_EXT
[3] https://blogs.worldbank.org/opendata/what-does-it-take-survey-south-asia-designing-phone-survey-18-languages-measure-covid-19?cid=EXT_WBBlogTweetableShare_D_EXT
[3] https://blogs.worldbank.org/opendata/global-poverty-reduction-slowing-regional-trends-help-understanding-why?cid=pov_tt_poverty_en_ext
[2] http://wrld.bg/7hZE50CfuV9
[2] http://wrld.bg/N6Pu50CjL2J
[2] https://blogs.worldbank.org/opendata/how-digital-data-helped-indonesia-respond-covid-19
[2] https://www.healthaffairs.org/do/10.1377/hblog20201029.94898/full/?cookieSet=1

Top URLs in Tweet in G8:
[3] https://www.infodata.ilsole24ore.com/2020/11/05/conte-promette-di-aprire-i-dati-cominciamo-dai-contagi-nelle-scuole/
[3] https://twitter.com/ondatait/status/1324713152643096586
[2] http://www.francomostacci.it/?page_id=3424
[2] http://aliprandi.blogspot.com/2020/11/dati-ministero-epidemia-covid19-non-opendata.html
[2] https://www.forumpa.it/open-government/open-data/i-dati-sono-beni-comuni-la-dimostrazione-dal-nuovo-dpcm/
[2] https://datibenecomune.it/
[2] https://aliprandi.blogspot.com/2020/11/dati-ministero-epidemia-covid19-non-opendata.html
[2] http://www.salute.gov.it
[2] https://twitter.com/ondatait/status/1326056686063325184
[2] https://datibenecomune.it

Top URLs in Tweet in G9:
[5] https://www.europeandataportal.eu/en/impact-studies/use-cases
[5] https://docs.google.com/forms/d/1PMGWmytLalf1_tw2w2FgU9L44JmDS4HWU64EZklhvxY/edit
[4] https://datos.gob.es/es/desafios-aporta
[3] https://iniciativabarcelonaopendata.cat/ca/2020/11/cronica-jornada/
[3] https://iniciativabarcelonaopendata.cat/ca/2020/11/cronica-de-conferencia-projectes-visualitzacio-de-dades-covid19/
[3] https://twitter.com/mikewulder/status/1266058416230981634
[3] https://www.ubdc.ac.uk/about-ubdc/understanding-data/faqs/
[3] https://juntadeandalucia.es/datosabiertos/portal/dataset/directorio-de-empresas-y-establecimientos-con-actividad-economica-en-andalucia
[2] https://forms.gle/qGnbkXvPJ5dxJLAp9
[2] https://www.europeandataportal.eu/it/impact-studies/country-insights/italy/italy-discoverability-practice

Top Domains
Top Domains in Tweet in Entire Graph:
[462] twitter.com
[146] fluidware.it
[126] allecijfers.nl
[124] worldbank.org
[118] lg.jp
[67] cbs.nl
[63] arcgis.com
[57] nextstrain.org
[57] google.com
[52] europa.eu

Top Domains in Tweet in G1:
[44] europa.eu
[15] twitter.com
[14] google.com
[13] flickr.com
[7] webex.com
[6] earthobservations.org
[6] alchemer.eu
[4] youtube.com
[3] bit.ly
[3] greenunivers.com

Top Domains in Tweet in G2:
[146] fluidware.it
[40] twitter.com
[19] salsalabs.org
[19] mostwiedzy.pl
[16] iochem-bd.org
[13] worldscientific.com
[12] google.com
[12] co.uk
[12] up.pt
[7] blogspot.com

Top Domains in Tweet in G3:
[32] twitter.com
[30] insee.fr
[26] gouv.fr
[10] banquedesterritoires.fr
[8] semaine52.com
[7] mission-open-data.fr
[6] usine-digitale.fr
[5] eventbrite.fr
[5] gather.town
[4] opendatarchives.fr

Top Domains in Tweet in G4:
[26] twitter.com
[23] gv.at
[7] duesseldorf.de
[5] openapparel.org
[5] covid-checker.de
[5] schleswig-holstein.de
[4] opendata.swiss
[3] theodi.org
[3] oknrw.de
[3] dortmund.de

Top Domains in Tweet in G5:
[58] twitter.com
[31] snapchat.com
[17] worldbank.org
[15] lg.jp
[8] arcgis.com
[6] pa.gov
[5] co.uk
[5] twinybots.ch
[5] theodi.org
[4] cbs.nl

Top Domains in Tweet in G6:
[1] dy.si
[1] bit.ly
[1] cfte.education

Top Domains in Tweet in G7:
[55] worldbank.org
[11] wrld.bg
[6] twitter.com
[4] healthaffairs.org
[1] opendatawatch.com
[1] brookings.edu
[1] globaldatalab.org
[1] gitlab.com
[1] dpconline.org

Top Domains in Tweet in G8:
[25] twitter.com
[8] change.org
[4] blogspot.com
[4] datibenecomune.it
[3] ilsole24ore.com
[3] openpolis.it
[3] gov.it
[2] francomostacci.it
[2] forumpa.it
[2] reddit.com

Top Domains in Tweet in G9:
[24] europeandataportal.eu
[13] twitter.com
[8] google.com
[8] expatnotes.lu
[7] iniciativabarcelonaopendata.cat
[6] unex.es
[5] juntadeandalucia.es
[4] linkedin.com
[4] gob.es
[3] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3522] opendata
[479] covid19
[416] bigdata
[386] ai
[356] datascience
[287] analytics
[285] bi
[284] database
[282] dataengineering
[282] datalake



Top Hashtags in Tweet in G1:
[200] opendata
[129] copernicus
[69] volcano
[67] sentinel
[61] kamchatka
[52] bolivia
[51] euspace
[47] klyuchevskoy
[41] wildfires
[41] pantanal

Top Hashtags in Tweet in G2:
[614] opendata
[219] airquality
[208] openscience
[173] opensource
[146] fcub
[122] fuoricomeunbalcone
[122] openstandard
[89] bigdata
[80] compchem
[50] innovation

Top Hashtags in Tweet in G3:
[275] opendata
[28] insee
[28] statistics
[27] stats
[14] dataonboard
[13] numerique
[10] énergie
[10] rénovationenergétique
[10] bâtiments
[10] commandepublique

Top Hashtags in Tweet in G4:
[206] opendata
[30] oknrw
[28] opengov
[24] opennrw
[18] ogd
[17] covid19
[14] schleswigholstein
[9] odisummit2020
[7] bundesweiten
[7] microsoft

Top Hashtags in Tweet in G5:
[195] opendata
[50] fintech
[37] innovation
[34] openbanking
[32] banques
[32] dsp2
[18] pfm
[18] wallets
[18] ux
[18] cx

Top Hashtags in Tweet in G6:
[248] ai
[245] datascience
[242] bigdata
[241] analytics
[241] bi
[241] database
[241] dataengineering
[241] datalake
[241] datawarehouse
[4] innovation

Top Hashtags in Tweet in G7:
[35] data
[29] covid19
[27] opendata
[27] poverty
[20] subsaharan
[17] africa
[16] southasiasurvey
[12] extremepoverty
[11] dyk
[8] covid

Top Hashtags in Tweet in G8:
[164] opendata
[42] datibenecomune
[31] covid19
[8] dati
[6] coronavirusitalia
[6] epidemia
[6] covidー19
[6] pa
[4] dpcm
[4] coronavirus

Top Hashtags in Tweet in G9:
[192] opendata
[26] datosabiertos
[21] opendatabaix
[18] smmr
[18] datos
[15] desafioaporta2020
[11] smartcities
[11] dadesobertes
[11] urbanmobility
[9] asean

Top Hashtags in Tweet in G10:
[50] ulyssesph
[2] upri
[2] projectnoah
[2] opendata

Top Words
Top Words in Tweet in Entire Graph:
[3356] #opendata
[1663] data
[713] 2020
[663] 11
[643] open
[477] #covid19
[416] #bigdata
[386] #ai
[356] #datascience
[349] poor

Top Words in Tweet in G1:
[200] #opendata
[138] nov
[130] data
[129] #copernicus
[126] 2020
[116] pierre_markuse
[85] defis_eu
[85] copernicuseu
[83] eu_opendata
[72] lava

Top Words in Tweet in G2:
[613] #opendata
[290] data
[257] 11
[237] very
[235] pm2
[220] open
[219] rh
[219] #airquality
[219] poor
[219] pm1

Top Words in Tweet in G3:
[182] #opendata
[119] inseefr
[98] données
[92] l'#opendata
[80] merci
[80] acteur
[80] historique
[76] community
[76] manager
[76] rã

Top Words in Tweet in G4:
[206] #opendata
[132] die
[72] data
[64] open
[62] neue
[40] fã
[36] 10
[35] barcamp
[34] oknrw
[32] community

Top Words in Tweet in G5:
[193] #opendata
[69] data
[50] #fintech
[37] #innovation
[37] co
[36] open
[34] #openbanking
[33] livraison
[32] partout
[32] snapchat

Top Words in Tweet in G6:
[248] #ai
[245] #datascience
[242] #bigdata
[242] kirkdborne
[241] 50
[241] shades
[241] data
[241] #analytics
[241] #bi
[241] #database

Top Words in Tweet in G7:
[103] poor
[68] worldbankdata
[68] worldbank
[62] countries
[56] world
[56] 19
[51] children
[49] global
[43] innovation
[41] bank's

Top Words in Tweet in G8:
[162] #opendata
[93] dati
[59] non
[52] regione
[42] dei
[42] #datibenecomune
[35] formato
[31] #covid19
[30] aggiornati
[28] dove

Top Words in Tweet in G9:
[192] #opendata
[73] eu_dataportal
[63] data
[48] open
[28] dades
[26] #datosabiertos
[25] 2020
[25] datosgob
[24] webinar
[22] digital

Top Words in Tweet in G10:
[148] sa
[145] nababaha
[98] one
[98] project
[98] noah
[97] ginanahan
[97] kami
[97] annecurtissmith
[97] first
[97] disaster

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[334] open,data
[318] 11,2020
[282] #ai,#analytics
[282] #analytics,#bi
[282] #bi,#bigdata
[282] #bigdata,#database
[282] #database,#dataengineering
[282] #dataengineering,#datalake
[282] #datalake,#datascience
[282] #datascience,#datawarehouse

Top Word Pairs in Tweet in G1:
[109] nov,2020
[72] lava,flow
[67] #copernicus,#sentinel
[62] 2020,#copernicus
[41] full,size
[41] interested,data
[41] data,#forests
[41] #forests,europe
[41] europe,fast
[41] fast,access

Top Word Pairs in Tweet in G2:
[219] #airquality,very
[219] very,poor
[219] poor,pm1
[219] m3,pm10
[198] rh,humidex
[173] μg,m3
[147] #opendata,#opensource
[146] 11,2020
[122] #fcub,#fuoricomeunbalcone
[122] #fuoricomeunbalcone,#opendata

Top Word Pairs in Tweet in G3:
[80] acteur,historique
[76] community,manager
[71] historique,l'#opendata
[70] merci,community
[70] manager,d'
[70] d',inseefr
[70] l'histoire,l'insee
[70] l'insee,n'est
[70] n'est,acteur
[69] boogheta,merci

Top Word Pairs in Tweet in G4:
[43] open,data
[28] #opengov,#opendata
[23] leider,10
[23] 10,#oknrw
[23] #oknrw,barcamp
[23] barcamp,ende
[23] ende,november
[23] november,gemeinsam
[23] gemeinsam,#opengov
[23] #opendata,community

Top Word Pairs in Tweet in G5:
[32] partout,snapchat
[32] #innovation,#fintech
[32] #fintech,#banques
[32] #banques,#dsp2
[32] #dsp2,#openbanking
[31] livraison,discrète
[31] discrète,partout
[31] snapchat,co
[31] co,mhsldgxfr8
[31] mhsldgxfr8,#innovation

Top Word Pairs in Tweet in G6:
[241] 50,shades
[241] shades,data
[241] data,#ai
[241] #ai,#analytics
[241] #analytics,#bi
[241] #bi,#bigdata
[241] #bigdata,#database
[241] #database,#dataengineering
[241] #dataengineering,#datalake
[241] #datalake,#datascience

Top Word Pairs in Tweet in G7:
[41] world,bank's
[40] innovation,fund
[36] bank's,initial
[36] initial,19
[36] 19,forecasts
[36] forecasts,far
[36] far,optimistic
[36] optimistic,particularly
[36] particularly,poor
[36] poor,countries

Top Word Pairs in Tweet in G8:
[30] #opendata,aggiornati
[28] gli,#opendata
[25] domanda,seria
[25] seria,dove
[25] dove,trovano
[25] trovano,gli
[25] aggiornati,quotidianamente
[25] quotidianamente,regione
[25] regione,regione
[25] regione,dei

Top Word Pairs in Tweet in G9:
[42] open,data
[16] eu_dataportal,#opendata
[13] smart,cities
[11] ideas,prototipos
[11] #smmr,project
[10] inteligencia,#datos
[9] setmana,#opendatabaix
[9] #opendatabaix,2020
[9] ðÿÿ,conferã
[9] conferã,ncia

Top Word Pairs in Tweet in G10:
[98] project,noah
[97] ginanahan,kami
[97] kami,sa
[97] sa,annecurtissmith
[97] annecurtissmith,one
[97] one,first
[97] first,disaster
[97] disaster,ambassadors
[97] ambassadors,project
[97] noah,kuyakim_atienza

Top Replied-To
Top Replied-To in Entire Graph:
@win_opendata
@doshinweb
@eu_opendata
@hoku_mai
@glenkcampbell
@pierre_markuse
@nhk_hokkaido
@tonyveco
@dsmeu
@cartabellotta

Top Replied-To in G1:
@eu_opendata
@glenkcampbell
@pierre_markuse
@tonyveco
@dsmeu
@pablolgomez
@tim_schuring
@bourgoing
@regioevaluation
@eulawdatapubs

Top Replied-To in G2:
@irenecrisologo
@jabyrnesci
@bridgeofdata
@deepertruthbook
@dimontebello
@changsara

Top Replied-To in G3:
@ericmauviere
@aibapas
@cq94
@boogheta
@severineferrant
@opendata_fr
@emile_marzolf
@sylvainlapoix
@sandrinemathon
@bboissin

Top Replied-To in G4:
@kaffeeringe
@alexbarclay_
@austromum
@luigi_peperoni
@botic
@bobtischler
@kandermatt
@postcovid_ch
@hrstmnnmrs
@bitkom

Top Replied-To in G5:
@codicecup

Top Replied-To in G7:
@minnahaavisto
@anttisalonen2
@un
@tomimpaan
@aronkyto
@mikaelniku
@worldbank
@statisticsug
@andrewroussak

Top Replied-To in G8:
@stefanoepifani
@szampa56
@sapomnia
@antoniodig94
@i_m_andrea
@giorgialodi
@_andrea_lisis
@pcmasuzzo
@oscarbadoino
@binario95

Top Replied-To in G9:
@mikewulder
@aibapas
@oecdgov

Top Mentioned
Top Mentioned in Entire Graph:
@kirkdborne
@nababaha
@inseefr
@pierre_markuse
@firefoxx66
@annecurtissmith
@kuyakim_atienza
@maxheadroom_19
@defis_eu
@copernicuseu

Top Mentioned in G1:
@pierre_markuse
@defis_eu
@copernicuseu
@eu_opendata
@tonyveco
@euenvironment
@sentinel_hub
@esa_eo
@geosec2025
@translatores

Top Mentioned in G2:
@robre62
@iochem_bd
@nathanbroon
@cabi_news
@chemistryopen
@numfocus
@cgiar_data
@networkfordata
@sparc_na
@cok

Top Mentioned in G3:
@inseefr
@boogheta
@emile_marzolf
@opendata_fr
@ebothorel
@datactivi_st
@datagouvfr
@opendatasoft_fr
@grand_poitiers
@romaintales

Top Mentioned in G4:
@oknrw
@datagvat
@odihq
@kantonzuerich
@opendatazh
@opendataessen
@misteropendata
@andreasamsler
@opendataswiss
@ogdwien

Top Mentioned in G5:
@franceweed9
@molairenum
@bhtyjournal
@opendatareunion

Top Mentioned in G6:
@kirkdborne
@ctricot
@boozallen
@verinite

Top Mentioned in G7:
@worldbank
@worldbankdata
@justinsandefur
@unicef
@wbg_poverty
@opendatawatch
@glblctznasean
@wbg_splabor
@who
@un

Top Mentioned in G8:
@stefanoepifani
@giorgialodi
@ministerosalute
@giuseppeconteit
@ondatait
@umbr0s
@simonealiprandi
@aborruso
@jpsoucy
@24infodata

Top Mentioned in G9:
@eu_dataportal
@datosgob
@iopendatabcn
@cleanairasia
@ocorcho
@transparencia
@odihq
@eu_datasharing
@odi_madrid
@ecdc_eu

Top Mentioned in G10:
@nababaha
@annecurtissmith
@kuyakim_atienza

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@tokoroten510
@federicoalves
@scarfizal
@robre62
@chidambara09
@cybersec_feeds
@limportant_fr
@jondknight

Top Tweeters in G1:
@limportant_fr
@jondknight
@businessinsider
@rnitsch
@propitiouson3o
@godelitsas
@protectingterra
@ciangaia
@mahanthanut
@noahpinion

Top Tweeters in G2:
@robre62
@chidambara09
@eraser
@andrewmorrisuk
@entwistletx
@dataaugmented
@samljpage
@hubofml
@ricardo_ik_ahau
@designthinkbot

Top Tweeters in G3:
@_redfrog
@le_figaro
@le_m_poireau
@_____yo_____yo
@thd_it
@bortzmeyer
@bv2958
@dahlia_lala
@fibo
@maliciarogue

Top Tweeters in G4:
@db_bahn
@michael_kunz
@sms2sms
@dannywijnhoud
@cas_main_stream
@darthmamashark
@bugspriet
@echeloni2p
@ppinternational
@tuxonaut

Top Tweeters in G5:
@markplackett1
@viemedianews
@canyon_type_r
@mechtech4
@brandaktuellat
@nana0773nana
@niha
@made_in_alsace
@vivian_e
@oomikoukou

Top Tweeters in G6:
@sectest9
@itknowingness
@tess_blue815
@calcaware
@cybersecurityn8
@thecuriousluke
@fmfrancoise
@studioego
@adamsfantasy
@kirkdborne

Top Tweeters in G7:
@john1966olsen
@dev_discourse
@nomoreslaves
@cynthiamn5
@shab302611
@brookingsinst
@umairjav
@michael_oyakojo
@troilous
@cabildo_digital

Top Tweeters in G8:
@aldoceccarelli
@lucabattanta
@medicojunghiano
@michelaroi
@cittadiniditwtt
@wireditalia
@perugini
@marcoregni
@bomberone72
@giordi63

Top Tweeters in G9:
@bolsamania
@smartecocity
@wef
@elpaiscr
@biblioupm
@andaluciajunta
@joeyapril10497
@jcampanillas
@rogerbuch
@alorza

Top Tweeters in G10:
@september3524
@bayannagalit
@mikka_dyosa31
@tracyplantlady
@mgdrolbes
@eggwardj
@clydejayvy
@mandu_jenniekim
@notavailawble
@azelein


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