opendata, Twitter, 8/24/2020 8:04:28 PM, 233415


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opendata_2020-08-24_12-23-13.xlsx
opendata_2020-08-24_12-23-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 24, 2020
Short Description:
opendata via NodeXL https://bit.ly/2FUM5Kn
@eu_opendata
@codatanews
@opendataglobal
@openscitalk
@glenkcampbell
@opendatawatch
@pierre_markuse
@worldbank
@eu_dataportal
@chidambara09

Top hashtags:
#opendata
#covid19
#airquality
#opensource
#wildfires
#sentinel

Description:
Description
The graph represents a network of 6,276 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, 24 August 2020 at 19:40 UTC.

The requested start date was Monday, 24 August 2020 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 10-day, 14-hour, 58-minute period from Monday, 10 August 2020 at 21:43 UTC to Friday, 21 August 2020 at 12:42 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 : 6276
Unique Edges : 5101
Edges With Duplicates : 12615
Total Edges : 17716
Number of Edge Types : 5
MentionsInRetweet : 7341
Mentions : 3449
Retweet : 4996
Tweet : 1464
Replies to : 466
Self-Loops : 1546
Reciprocated Vertex Pair Ratio : 0.0344633404662687
Reciprocated Edge Ratio : 0.0666303756124115
Connected Components : 646
Single-Vertex Connected Components : 187
Maximum Vertices in a Connected Component : 3828
Maximum Edges in a Connected Component : 13305
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.165801
Graph Density : 0.000233228970669267
Modularity : 0.490406
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,276 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, 24 August 2020 at 19:40 UTC.

The requested start date was Monday, 24 August 2020 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 10-day, 14-hour, 58-minute period from Monday, 10 August 2020 at 21:43 UTC to Friday, 21 August 2020 at 12:42 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:
[186] https://fcub.fluidware.it/stations
[127] https://brasil.io/
[50] https://numfocus.org/your-support
[45] https://twinybots.ch/
[34] https://www.meetup.com/pro/pydata/
[32] https://nextstrain.org/ncov
[25] https://confluence.ecmwf.int/display/CKB/CAMS%3A+Global+Fire+Assimilation+System+%28GFAS%29+data+documentation
[22] https://ec.europa.eu/info/research-and-innovation/research-area/health-research-and-innovation/coronavirus-research-and-innovation/covid-research-manifesto_en
[20] https://engage.bah.com/Article/Redirect/a492db5b-0716-47fb-9efb-0dc825c08157?uc=16822&g=01d951a6-30a5-4ea8-8f41-421b782035ed&f=132880
[19] https://careers.efsa.europa.eu/jobs/data-scientist-221?s=09

Top URLs in Tweet in G1:
[24] https://confluence.ecmwf.int/display/CKB/CAMS%3A+Global+Fire+Assimilation+System+%28GFAS%29+data+documentation
[11] https://data.europa.eu/euodp/
[10] https://careers.efsa.europa.eu/jobs/data-scientist-221?s=09
[8] https://op.europa.eu/en/web/eudatathon/2020-finalists
[6] https://www.youtube.com/playlist?list=PLT5rARDev_rmsUE8Wzvi0dGXsk9FCZQjr

[6] https://brasil.io/
[4] https://cohesiondata.ec.europa.eu/stories/s/Tracking-cohesion-policy-biodiversity-investments/tdxi-ibcn
[3] https://keep.eu/
[3] https://en.wikipedia.org/wiki/CycleNetXChange
[3] http://surveys.publications.europa.eu/formserver/po/odp_survey.html-EN?referencedPage=Banner

Top URLs in Tweet in G2:
[186] https://fcub.fluidware.it/stations
[47] https://numfocus.org/your-support
[33] https://www.meetup.com/pro/pydata/
[18] https://engage.bah.com/Article/Redirect/a492db5b-0716-47fb-9efb-0dc825c08157?uc=16822&g=01d951a6-30a5-4ea8-8f41-421b782035ed&f=132880
[16] https://register.gotowebinar.com/register/1542506370658047758
[14] https://codata.org/invitation-to-participate-in-an-important-workshop-on-education-for-data-science/
[10] https://discourse.mozilla.org/t/mozilla-org-wide-updates-impacts-on-common-voice/65612
[10] https://git.fluidware.it/milanoscaloromana/pm/blob/master/README.md
[10] https://ec.europa.eu/info/research-and-innovation/research-area/health-research-and-innovation/coronavirus-research-and-innovation/covid-research-manifesto_en
[8] https://www.r-bloggers.com/is-second-wave-coming-to-london/

Top URLs in Tweet in G3:
[15] https://twitter.com/Tech4Germany/status/1292815482622562304
[8] https://www.it.nrw/
[4] https://opendata.duesseldorf.de/search?query=rheinpegel
[3] https://opendata.duesseldorf.de/dataset/ausl%C3%A4ndische-bev%C3%B6lkerung-d%C3%BCsseldorf-nach-altersgruppen-demografiemonitoring
[3] http://www.schleswig-holstein.de/odpstart
[3] https://data.europa.eu/euodp/
[2] https://twitter.com/MetaMitfahrPort/status/1293855043138064384
[2] https://twitter.com/opendatal/status/1292792816498806785
[2] https://daten.berlin.de/datensaetze/biotoptypen-umweltatlas-wms
[2] https://daten.berlin.de/datensaetze/einwohnerinnen-und-einwohner-den-ortsteilen-berlins-am-31122019

Top URLs in Tweet in G4:
[22] https://twinybots.ch/
[9] https://www.freecodecamp.org/news/https-medium-freecodecamp-org-best-free-open-data-sources-anyone-can-use-a65b514b0f2d/amp/
[8] https://www.ogoov.com/es/blog/motivos-apertura-datos/
[5] https://opendata-ajuntament.barcelona.cat/ca/world-data-viz-challenge-bcn-kobe-2020
[5] https://www.europeandataportal.eu/sites/default/files/the-economic-impact-of-open-data.pdf
[4] https://www.agendapropia.co/mujer-palabra-resistencia/repositorio-de-datos/
[4] https://www.campusbigdata.com/big-data-blog/item/110-datos-de-gobiernos-abiertos-open-gov-data
[4] https://ec.europa.eu/info/research-and-innovation/research-area/health-research-and-innovation/coronavirus-research-and-innovation/covid-research-manifesto_en
[4] https://www.45drives.com/contact/public-webinar/
[4] https://opendata-ajuntament.barcelona.cat/data/ca/dataset

Top URLs in Tweet in G5:
[6] http://sdg.iisd.org/commentary/guest-articles/pandemic-lessons-open-data-for-forest-and-climate-action/
[3] https://www.youtube.com/watch?v=MGaBcz3vj0o

[2] https://blogs.worldbank.org/opendata/coping-pandemic-crisis-what-do-national-statistical-offices-need-most?CID=WBW_AL_BlogNotification_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT
[2] https://opendatawatch.com/what-is-being-said/data-in-the-time-of-covid-19/
[2] https://github.com/watty62/SOD/blob/master/Scottish_Government.md
[2] https://twitter.com/watty62/status/1296400205621932034
[2] https://twitter.com/albertobit/status/1296374600700440576
[2] https://content.anaeko.com/blog/analytical-dashboards-using-open-data?utm_campaign=Building%20a%20Sustainable%20Business%20using%20Open%20Data&utm_content=136891554&utm_medium=social&utm_source=twitter&hss_channel=tw-472146253
[1] https://medium.com/@opendatacharter/a-global-effort-to-track-data-for-public-good-5593bdeee198?source=friends_link&sk=b83188d995f42c3b4aeb499505478a0a
[1] https://medium.com/opendatacharter/open-covid-19-data-461e1cbefbba

Top URLs in Tweet in G6:
[8] https://twinybots.ch/
[3] https://ec.europa.eu/info/research-and-innovation/research-area/health-research-and-innovation/coronavirus-research-and-innovation/covid-research-manifesto_en
[3] https://www.npr.org/sections/health-shots/2020/08/14/902271822/13-states-make-contact-tracing-data-public-heres-what-they-re-learning
[3] https://blogs.worldbank.org/opendata/3-charts-about-gender-equality-every-college-student-and-professor-should-know?cid=gen_tt_gender_en_ext_gdp
[3] https://www.gov.uk/government/publications/the-centre-for-data-ethics-and-innovation-calls-for-evidence-on-online-targeting-and-bias-in-algorithmic-decision-making/centre-for-data-ethics-and-innovation-review-on-bias-in-algorithmic-decision-making
[2] https://trpc.biz/data-trust-and-inter-modal-mobility-opening-conference/
[2] https://opendata.blender.org/
[2] https://www.data.gouv.fr/fr/datasets/taux-dincidence-de-lepidemie-de-covid-19/
[2] https://www.eia.gov/opendata/
[2] https://opendata.calderdale.gov.uk/extensions/dashboards-homepage/dashboards-homepage.html

Top URLs in Tweet in G7:
[5] https://blogs.worldbank.org/opendata/coping-pandemic-crisis-what-do-national-statistical-offices-need-most
[5] https://blogs.worldbank.org/opendata/understanding-depth-2020-global-recession-5-charts?cid=EXT_WBBlogTweetableShare_D_EXT
[4] https://blogs.worldbank.org/opendata/medians-new-best-friend-introducing-sdg-1021?cid=dec_tt_data_en_ext
[4] https://data.gov.cz/
[3] https://blogs.worldbank.org/opendata/coping-pandemic-crisis-what-do-national-statistical-offices-need-most?cid=pov_tt_poverty_en_ext
[3] https://blogs.worldbank.org/opendata/impact-covid-19-coronavirus-global-poverty-why-sub-saharan-africa-might-be-region-hardest?cid=EXT_WBBlogTweetableShare_D_EXT
[3] https://publiccode.eu/
[3] https://blogs.worldbank.org/opendata/size-world-economy-2019-baseline-which-measure-impact-covid-19-and-track-economic-recovery?cid=dec_tt_data_en_ext
[3] https://blogs.worldbank.org/opendata/coping-pandemic-crisis-what-do-national-statistical-offices-need-most?CID=WBW_AL_BlogNotification_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT?cid=SHR_BlogSiteShare_EN_EXT
[2] https://blogs.worldbank.org/opendata/understanding-global-debt-relieving-covid-19-impact-most-vulnerable?cid=ECR_TT_worldbank_EN_EXT

Top URLs in Tweet in G8:
[30] https://nextstrain.org/ncov
[1] https://nextstrain.org/ncov/north-america
[1] https://nextstrain.org/ncov/africa
[1] https://twitter.com/nextstrain/status/1295771143538958352

Top URLs in Tweet in G9:
[7] https://www.amazon.jobs/en/jobs/1227570/open-data-leader
[5] http://toi.in/micron/redirect.html?str=jgWjbY/a24gk
[4] https://vimeo.com/325413504
[3] https://blogs.microsoft.com/on-the-issues/2020/04/21/open-data-campaign-divide/
[2] https://revolutionarygis.wordpress.com/2020/08/19/%d0%bd%d0%b0%d1%81%d0%b5%d0%bb%d1%91%d0%bd%d0%bd%d1%8b%d1%85-%d0%bf%d1%83%d0%bd%d0%ba%d1%82%d0%be%d0%b2-%d0%b1%d0%b5%d0%bb%d0%b0%d1%80%d1%83%d1%81%d0%b8/
[2] https://angel.co/company/civicdatalab/jobs/935664-technology-lead
[1] https://twitter.com/liamosaur/status/1296305264870662144
[1] https://odsc.com/california/?utm_campaign=ODSC%20West&utm_content=136830277&utm_medium=social&utm_source=twitter&hss_channel=tw-3018841323
[1] https://aws.amazon.com/blogs/publicsector/improving-knowledge-oceans-providing-cloud-based-access-large-datasets/?sc_channel=sm&sc_campaign=Public_Sector,Public_Sector_Blog&sc_publisher=TWITTER&sc_country=Public+Sector&sc_geo=GLOBAL&sc_outcome=awareness&trk=Public_Sector_Blog_TWITTER&linkId=96657381
[1] https://developers.redhat.com/blog/2020/08/13/open-data-hub-0-7-adds-support-for-kubeflow-1-0/?sc_cid=7013a000002gbzfAAA

Top URLs in Tweet in G10:
[4] https://data.humdata.org/visualization/covid19-humanitarian-operations/
[2] https://twitter.com/jteran2000/status/1293232468447965194
[1] https://blog.maxar.com/open-data-program/2020/open-data-response-to-the-oil-spill-in-mauritius?utm_source=twitter&utm_medium=organic
[1] https://www.digitalglobe.com/ecosystem/open-data/beirut-explosion?utm_source=twitter&utm_medium=organic
[1] https://www.communityhealthmaps.org/blog/creating-a-covid-animation-through-time-with-qgis
[1] https://www.bbc.co.uk/news/world-africa-53831687
[1] https://data.humdata.org/dashboards/overview-of-data-grids
[1] https://twitter.com/inthealthai/status/1293489266673287168
[1] https://twitter.com/mikel/status/1294831122581422081
[1] https://blogs.worldbank.org/opendata/understanding-coronavirus-covid-19-pandemic-through-data?cid=dec_tt_data_en_ext?cid=SHR_BlogSiteShare_EN_EXT/?cid=EXT_WBBlogTweetableShare_D_EXT

Top Domains
Top Domains in Tweet in Entire Graph:
[340] twitter.com
[196] fluidware.it
[150] brasil.io
[147] worldbank.org
[144] allecijfers.nl
[109] europa.eu
[64] cbs.nl
[61] arcgis.com
[56] smh.re
[53] opendata-web.site

Top Domains in Tweet in G1:
[56] europa.eu
[53] smh.re
[25] twitter.com
[24] ecmwf.int
[22] flickr.com
[7] youtube.com
[6] brasil.io
[4] copernicus.eu
[3] keep.eu
[3] datacoalition.org

Top Domains in Tweet in G2:
[196] fluidware.it
[54] twitter.com
[47] numfocus.org
[37] codata.org
[33] meetup.com
[19] bah.com
[17] youtube.com
[16] gotowebinar.com
[14] linkedin.com
[14] europa.eu

Top Domains in Tweet in G3:
[33] twitter.com
[18] berlin.de
[13] duesseldorf.de
[8] it.nrw
[5] doi.org
[4] europa.eu
[3] schleswig-holstein.de
[2] technologiestiftung-berlin.de
[2] uni-halle.de
[2] open.nrw

Top Domains in Tweet in G4:
[25] europeandataportal.eu
[24] barcelona.cat
[22] twinybots.ch
[15] ogoov.com
[11] europa.eu
[9] freecodecamp.org
[6] juntadeandalucia.es
[6] 45drives.com
[5] canada.ca
[4] agendapropia.co

Top Domains in Tweet in G5:
[24] twitter.com
[6] iisd.org
[6] youtube.com
[5] medium.com
[4] uriburner.com
[3] theodi.org
[3] odileeds.org
[3] github.com
[3] codethecity.org
[3] gov.uk

Top Domains in Tweet in G6:
[39] twitter.com
[13] worldbank.org
[10] linkedin.com
[8] twinybots.ch
[7] lg.jp
[6] cbs.nl
[6] gov.uk
[4] europa.eu
[4] arcgis.com
[4] gov.sa

Top Domains in Tweet in G7:
[70] worldbank.org
[6] gov.cz
[3] publiccode.eu
[1] wrld.bg
[1] github.com
[1] twitter.com
[1] europa.eu
[1] opendatabarometer.org

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

Top Domains in Tweet in G9:
[7] amazon.jobs
[5] toi.in
[4] twitter.com
[4] vimeo.com
[3] microsoft.com
[2] wordpress.com
[2] angel.co
[1] odsc.com
[1] amazon.com
[1] redhat.com

Top Domains in Tweet in G10:
[6] twitter.com
[5] humdata.org
[1] maxar.com
[1] digitalglobe.com
[1] communityhealthmaps.org
[1] co.uk
[1] worldbank.org
[1] earthobservations.org
[1] unmc.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3448] opendata
[534] covid19
[351] airquality
[336] opensource
[239] wildfires
[237] sentinel
[230] copernicus
[215] openscience
[208] bigdata
[205] innovation



Top Hashtags in Tweet in G1:
[274] opendata
[224] wildfires
[222] sentinel
[216] copernicus
[136] usa
[125] california
[110] russia
[109] sakharepublic
[74] siberia
[71] euspace

Top Hashtags in Tweet in G2:
[629] opendata
[347] airquality
[297] opensource
[196] fcub
[181] openscience
[170] openstandard
[167] fuoricomeunbalcone
[152] datascience
[139] bigdata
[128] ai

Top Hashtags in Tweet in G3:
[120] opendata
[74] dnblab
[29] nrw
[19] berlin
[9] düsseldorf
[7] schleswigholstein
[6] egov
[6] opensource
[6] fd_tipp
[6] podcast

Top Hashtags in Tweet in G4:
[285] opendata
[46] bigdata
[43] datosabiertos
[29] data
[26] opendatabcn
[14] datasharing
[11] storinator
[10] ai
[10] wdvc2020
[9] sysadmin

Top Hashtags in Tweet in G5:
[168] opendata
[29] covid19
[14] scotland
[13] data
[12] linkeddata
[9] opengov
[8] knowledgegraph
[6] data4sdgs
[5] openscience
[5] eu

Top Hashtags in Tweet in G6:
[149] opendata
[11] data
[11] trafik
[11] olycka
[11] trafiklab
[7] covid19
[5] api
[4] innovation
[4] internationalyouthday
[4] education

Top Hashtags in Tweet in G7:
[33] covid19
[16] data
[11] opendata
[7] coronavirus
[4] sdg10
[4] survey
[4] opensource
[4] sdgs
[3] youthday
[3] opakování

Top Hashtags in Tweet in G8:
[145] opendata
[53] sarscov2
[40] covid19
[17] bcsir
[13] covid
[13] pathwest
[12] inciensa
[1] openscience

Top Hashtags in Tweet in G9:
[78] opendata
[20] twitterverse
[17] osmkerala
[16] covidfight
[4] aws
[4] independenceday
[3] ai
[2] opensource
[2] datascience
[2] kubeflow

Top Hashtags in Tweet in G10:
[34] datagrids
[32] opendata
[18] hdx
[13] mauritius
[8] communityhealthmaps
[8] covid_19
[6] covid19
[5] ai
[5] humanitarian
[5] ihai20

Top Words
Top Words in Tweet in Entire Graph:
[3440] #opendata
[1765] data
[770] 2020
[643] open
[544] 08
[534] #covid19
[488] good
[422] more
[412] 19
[367] pm2

Top Words in Tweet in G1:
[293] 2020
[282] pierre_markuse
[274] #opendata
[274] august
[224] #wildfires
[222] #sentinel
[216] #copernicus
[186] data
[172] full
[136] #usa

Top Words in Tweet in G2:
[628] #opendata
[365] pm2
[355] good
[347] #airquality
[346] rh
[346] pm1
[346] μg
[346] m3
[346] pm10
[345] 08

Top Words in Tweet in G3:
[120] #opendata
[106] daten
[75] zentraler
[74] dnblab
[74] gestartet
[74] sofort
[74] #dnblab
[74] anlaufpunkt
[74] frei
[74] nutzbaren

Top Words in Tweet in G4:
[285] #opendata
[68] datosgob
[62] data
[58] eu_dataportal
[57] león
[57] jcyl
[55] castilla
[54] open
[52] transparencia
[50] nueva

Top Words in Tweet in G5:
[168] #opendata
[124] data
[43] opendatacharter
[33] open
[29] #covid19
[28] opendatawatch
[28] blog
[25] odihq
[24] we've
[24] more

Top Words in Tweet in G6:
[149] #opendata
[57] data
[31] open
[22] 2020
[22] stora
[14] 08
[13] 19
[12] under
[11] #data
[11] rapporterades

Top Words in Tweet in G7:
[139] worldbank
[92] data
[54] monthly
[52] 2019
[49] debt
[49] countries
[46] service
[46] find
[45] check
[45] see

Top Words in Tweet in G8:
[146] thanks
[145] #opendata
[144] sharing
[126] nextstrain
[72] gisaid
[56] sequences
[53] #sarscov2
[43] we've
[40] #covid19
[34] healthyfla

Top Words in Tweet in G9:
[78] #opendata
[46] lead
[35] civicdatalab
[26] platforms
[23] data
[22] tech
[21] timesofindia
[21] working
[21] intersection
[20] citizens

Top Words in Tweet in G10:
[37] data
[34] #datagrids
[32] #opendata
[20] maxar
[18] jteran2000
[18] #hdx
[16] team
[15] seen
[15] humdata's
[15] lately

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[347] μg,m3
[347] m3,pm10
[328] good,pm1
[306] #airquality,good
[273] august,2020
[264] open,data
[229] 2020,#copernicus
[219] 08,2020
[199] #opendata,#opensource
[196] #copernicus,#sentinel

Top Word Pairs in Tweet in G1:
[247] august,2020
[215] 2020,#copernicus
[184] #copernicus,#sentinel
[137] #sentinel,full
[125] #california,#usa
[117] full,size
[111] 19,august
[75] #wildfires,#california
[74] #siberia,#russia
[73] #wildfires,#sakharepublic

Top Word Pairs in Tweet in G2:
[346] μg,m3
[346] m3,pm10
[327] good,pm1
[305] #airquality,good
[196] 08,2020
[191] #opendata,#opensource
[181] pm1,pm2
[167] #fcub,#fuoricomeunbalcone
[167] #fuoricomeunbalcone,#opendata
[167] #opensource,#openstandard

Top Word Pairs in Tweet in G3:
[74] dnblab,gestartet
[74] gestartet,sofort
[74] sofort,#dnblab
[74] #dnblab,zentraler
[74] zentraler,anlaufpunkt
[74] anlaufpunkt,frei
[74] frei,nutzbaren
[74] nutzbaren,bibliografischen
[74] bibliografischen,daten
[73] dnb_aktuelles,dnblab

Top Word Pairs in Tweet in G4:
[55] castilla,león
[45] junta,castilla
[44] nueva,ley
[44] ley,transparencia
[44] transparencia,junta
[44] incluirá,cláusula
[44] cláusula,#opendata
[42] datosgob,nueva
[41] león,jcyl
[38] jcyl,incluirá

Top Word Pairs in Tweet in G5:
[18] readiness,response
[18] response,recovery
[18] recovery,reform
[17] data,readiness
[17] reform,natalianorori
[17] natalianorori,blog
[17] blog,rs
[17] open,data
[16] opendatacharter,data
[16] rs,#o

Top Word Pairs in Tweet in G6:
[14] open,data
[12] 2020,08
[11] olyckor,till
[11] till,trafikverket
[11] trafikverket,det
[11] det,är
[11] är,trafikolycka
[11] trafikolycka,var
[11] minut,tillsammans
[11] tillsammans,orsakade

Top Word Pairs in Tweet in G7:
[46] debt,service
[44] 2019,data
[43] check,interactive
[43] interactive,dashboard
[43] dashboard,see
[43] see,upcoming
[43] upcoming,monthly
[43] monthly,debt
[43] service,payments
[43] payments,worldwide

Top Word Pairs in Tweet in G8:
[144] #opendata,sharing
[143] thanks,#opendata
[123] nextstrain,thanks
[43] gisaid,we've
[39] #covid19,#sarscov2
[38] sharing,gisaid
[33] #sarscov2,sequences
[25] we've,updated
[18] rvu,phe_uk
[17] sharing,genomic

Top Word Pairs in Tweet in G9:
[26] #opendata,platforms
[20] hello,#twitterverse
[20] #twitterverse,looking
[20] looking,experienced
[20] experienced,tech
[20] tech,lead
[20] lead,interested
[20] interested,working
[20] working,intersection
[19] civicdatalab,hello

Top Word Pairs in Tweet in G10:
[15] seen,humdata's
[15] humdata's,#datagrids
[15] #datagrids,lately
[15] lately,#hdx
[15] #hdx,team
[15] team,continues
[15] continues,working
[15] working,29
[15] 29,#datagrids
[15] #datagrids,locations

Top Replied-To
Top Replied-To in Entire Graph:
@win_opendata
@eu_opendata
@c_hawq
@meredith_seeley
@timisneat
@pierre_markuse
@microplastic101
@glenkcampbell
@ochealth
@efsa_eu

Top Replied-To in G1:
@eu_opendata
@pierre_markuse
@efsa_eu
@glenkcampbell
@tonyveco
@spacegeck
@kidehen
@datacoalition
@diegoromerosm
@bth2vlvybzaeqpu

Top Replied-To in G2:
@belengarcia_8
@fortiain
@msetgovjm

Top Replied-To in G3:
@mibi61
@tech4germany
@misteropendata
@govdata_de
@rinnzekete
@inspiirome
@lsmueller
@spmrider
@codeforbi

Top Replied-To in G4:
@pmarsupia
@livneal
@transparencia

Top Replied-To in G5:
@alanmorrison
@securekey
@habiteo_global
@betanyc
@watty62
@odileeds
@networkrail
@jamietasker
@eu_opendata
@kudusch

Top Replied-To in G7:
@worldbank
@tomklaasen
@krisvandesande

Top Replied-To in G8:
@healthyfla

Top Replied-To in G9:
@ine_chile
@kevin_bullock

Top Replied-To in G10:
@anghami

Top Mentioned
Top Mentioned in Entire Graph:
@pierre_markuse
@robre62
@defis_eu
@nextstrain
@worldbank
@turicas
@eu_opendata
@codatanews
@eu_dataportal
@euinmyregion

Top Mentioned in G1:
@pierre_markuse
@defis_eu
@euinmyregion
@eu_opendata
@copernicuseu
@m_parrington
@sentinel_hub
@copernicu
@copernicusland
@regioevaluation

Top Mentioned in G2:
@robre62
@codatanews
@kirkdborne
@andi_staub
@numfocus
@iochem_bd
@pydata
@stefhaustein
@fichulina
@esamonographs

Top Mentioned in G3:
@dnb_aktuelles
@opennrw
@mjkls
@ubleipzig
@iiif_io
@miradorviewer
@tsbberlin
@hsprtl
@tech4germany

Top Mentioned in G4:
@datosgob
@eu_dataportal
@jcyl
@bcn_ajuntament
@o_goov
@onecub
@bcn_digital
@mgarrigap
@agendapropiaap
@45drives

Top Mentioned in G5:
@opendatacharter
@opendatawatch
@odihq
@natalianorori
@watty62
@timdavies
@aniacalderon
@thegovlab
@brighthiveio
@thomasforth

Top Mentioned in G6:
@1daysooner
@xniyi
@jersomewhere
@rafollowra
@gleif
@rtiginform

Top Mentioned in G7:
@worldbank
@worldbankdata
@wbg_poverty
@un
@wb_research
@otevrenadata
@dial_community
@jachymc
@diop_wb
@bm_afrique

Top Mentioned in G8:
@nextstrain
@gisaid
@healthyfla
@bmc_lv
@phe_uk
@covidgenomicsuk
@uwvirology
@uw
@pavitrarc
@tanjastadler_ch

Top Mentioned in G9:
@civicdatalab
@timesofindia
@openstreetmap
@arkarjun
@gggodhwani
@awscloud
@foss4g
@planemad
@alexgleith
@msftissues

Top Mentioned in G10:
@maxar
@humdata
@jteran2000
@geomenke
@ecopiaai
@hansakwast
@nordicgeo
@hotosm
@inthealthai
@inspired

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@paoloigna1
@uber_support
@odio_nao
@robre62
@chidambara09
@cybersec_feeds
@_redfrog
@evankirstel
@aaroncuddeback

Top Tweeters in G1:
@john1966olsen
@kuins
@ruisaldanha
@raivoonet
@tiniskwerl
@shirfire218
@glynmoody
@kimpy123
@smujal
@nomoreslaves

Top Tweeters in G2:
@paoloigna1
@robre62
@cybersec_feeds
@aaroncuddeback
@thomasclone
@eraser
@zimei_no_ri
@bot_innovation
@andrewmorrisuk
@mstkindeed

Top Tweeters in G3:
@cocktailrent
@musichistorylaw
@a_ka_es
@annettestr
@citylab
@benbe1987
@v_i_o_l_a
@berlincyclist
@der_derwish
@gruendercoaches

Top Tweeters in G4:
@chidambara09
@johangreg
@jborrego
@dataaugmented
@macmirub
@lightifyco1
@renfe
@fortivus
@ileoncom
@643peralta

Top Tweeters in G5:
@viralvideovlogs
@carlosruz_f
@luisb
@michaellondonsf
@networkrail
@thomasforth
@emekaokoye
@ashleeaburnett
@vladimir_andrea
@thesocbiz

Top Tweeters in G6:
@aldoceccarelli
@jersomewhere
@mariuskarma
@mechtech4
@edkloosterhuis
@kyankyankyan
@dogetalist
@whymandesign
@xniyi
@johnthejack

Top Tweeters in G7:
@dev_discourse
@olumideidowu
@moruoking
@drsanjaypsahoo
@ohemaadufiegh
@ministerio_tic
@emweeklyrpt
@delijn
@vinkyenkyehene
@amizere

Top Tweeters in G8:
@meloniasherban
@anonomouse1981
@____roar____
@cnhyrein
@antifadisabled
@distinct_words
@bueuf1
@joannekarma
@teunemans
@nanasino47

Top Tweeters in G9:
@femtech_
@rosenchild
@kimvie
@timesofindia
@linuxmil
@pradx
@zigzackly
@nealstimler
@kingslyj
@jesswade

Top Tweeters in G10:
@zftwarning
@nordicgeo
@clearmapping
@publichealthmap
@crewcrew
@rukku
@7barbie7c
@anghami
@christine_habib
@nattyray11


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