The graph represents a network of 5,096 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, 19 December 2022 at 23:12 UTC.
The requested start date was Monday, 19 December 2022 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 13-day, 23-hour, 59-minute period from Monday, 05 December 2022 at 01:01 UTC to Monday, 19 December 2022 at 01:00 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
Vertices : 5096
Unique Edges : 4350
Edges With Duplicates : 10015
Total Edges : 14365
Number of Edge Types : 5
Retweet : 3791
MentionsInRetweet : 5659
Tweet : 1589
Mentions : 2945
Replies to : 381
Self-Loops : 1667
Reciprocated Vertex Pair Ratio : 0.0421169298974785
Reciprocated Edge Ratio : 0.0808295666046264
Connected Components : 615
Single-Vertex Connected Components : 214
Maximum Vertices in a Connected Component : 3180
Maximum Edges in a Connected Component : 10979
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.795536
Graph Density : 0.000289707488642018
Modularity : 0.484591
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,096 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, 19 December 2022 at 23:12 UTC.
The requested start date was Monday, 19 December 2022 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 13-day, 23-hour, 59-minute period from Monday, 05 December 2022 at 01:01 UTC to Monday, 19 December 2022 at 01:00 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 URLs in Tweet in Entire Graph:
[289] https://data-nifc.opendata.arcgis.com/ [239] https://opendata.dwd.de/weather/nwp/ [114] https://dime-worldbank.github.io/googletraffic/index.html [36] https://opendata.swiss/de/ [24] https://psdcitywide.com/articles/guide-open-source-gis-software-for-the-public-sector/?utm_content=226142539&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1744365 [19] https://sandanoumesan.com/archives/12392 [18] https://www.energiedashboard.admin.ch [16] https://apps.sentinel-hub.com/eo-browser/?zoom=13&lat=14.45025&lng=-90.86902&themeId=DEFAULT-THEME&visualizationUrl=https://services.sentinel-hub.com/ogc/wms/42924c6c-257a-4d04-9b8e-36387513a99c&evalscript=cmV0dXJuIFtNYXRoLmNicnQoMC42ICogQjEyIC0gMC4wMTQpLAogICAgICAgIE1hdGguY2JydCgwLjYgKiBCMTEgLSAwLjAxNCksCiAgICAgICAgTWF0aC5jYnJ0KDAuNiAqIEIwOCAtIDAuMDE0KV0%3D&datasetId=S2L1C&fromTime=2022-12-10T00:00:00.000Z&toTime=2022-12-10T23:59:59.999Z&gamma=1.4&upsampling=BICUBIC&downsampling=BICUBIC&demSource3D=%22MAPZEN%22&terrainViewerSettings=%7B%22sunTime%22:null,%22settings%22:%7B%22isSky%22:true,%22isSunFlares%22:true,%22isShading%22:false,%22isShadows%22:true,%22verticalTerrainScaleFactor%22:1.4884000000000004,%22shading%22:%7B%22ambientFactor%22:0.4000000059604645,%22diffuseFactor%22:0.5400000214576721,%22specularFactor%22:0.10000000149011612,%22specularPower%22:4%7D,%22shadows%22:%7B%22shadowVisibilityFactor%22:0.5,%22shadowRenderDistanceFactor%22:1%7D%7D,%22x%22:-10115493.077307813,%22y%22:1625923.5619687615,%22z%22:10119.703207762892,%22rotH%22:332.57400001662916,%22rotV%22:25.693999999999967%7D#custom-script [15] https://dwd.de/ [14] https://stateofopencon.com/ Top URLs in Tweet in G1:
[36] https://opendata.swiss/de/ [9] https://data.gouv.fr/ [8] https://opendata.clermont-ferrand.fr/pages/accueil/ [7] https://www.lagazettedescommunes.com/840442/le-projet-la-rochelle-territoire-0-carbone-lance-sa-plateforme-de-donnees/ [6] https://data.europa.eu/en/publications/open-data-maturity/2022?pk_campaign=launch&pk_source=tw [5] https://data.europa.eu/ [5] https://opendatawatch.com/wp-content/uploads/2022/Publications/Open-Data-Resource-Guide.pdf [5] https://twitter.com/HardemanHildeML/status/1602943149822943236 [5] https://data.bs.ch/explore/dataset/100241/ [5] https://www.archimag.com/univers-data/2022/12/07/open-data-ministere-culture-lance-consultation Top URLs in Tweet in G2:
[16] https://apps.sentinel-hub.com/eo-browser/?zoom=13&lat=14.45025&lng=-90.86902&themeId=DEFAULT-THEME&visualizationUrl=https://services.sentinel-hub.com/ogc/wms/42924c6c-257a-4d04-9b8e-36387513a99c&evalscript=cmV0dXJuIFtNYXRoLmNicnQoMC42ICogQjEyIC0gMC4wMTQpLAogICAgICAgIE1hdGguY2JydCgwLjYgKiBCMTEgLSAwLjAxNCksCiAgICAgICAgTWF0aC5jYnJ0KDAuNiAqIEIwOCAtIDAuMDE0KV0%3D&datasetId=S2L1C&fromTime=2022-12-10T00:00:00.000Z&toTime=2022-12-10T23:59:59.999Z&gamma=1.4&upsampling=BICUBIC&downsampling=BICUBIC&demSource3D=%22MAPZEN%22&terrainViewerSettings=%7B%22sunTime%22:null,%22settings%22:%7B%22isSky%22:true,%22isSunFlares%22:true,%22isShading%22:false,%22isShadows%22:true,%22verticalTerrainScaleFactor%22:1.4884000000000004,%22shading%22:%7B%22ambientFactor%22:0.4000000059604645,%22diffuseFactor%22:0.5400000214576721,%22specularFactor%22:0.10000000149011612,%22specularPower%22:4%7D,%22shadows%22:%7B%22shadowVisibilityFactor%22:0.5,%22shadowRenderDistanceFactor%22:1%7D%7D,%22x%22:-10115493.077307813,%22y%22:1625923.5619687615,%22z%22:10119.703207762892,%22rotH%22:332.57400001662916,%22rotV%22:25.693999999999967%7D#custom-script [11] http://www.iccd.beniculturali.it/it/150/archivio-news/5173/nasce-il-progetto-pon-itinerari-digitali [7] https://www.flickr.com/short_urls.gne?photoset=aHsmB6US6x [3] https://www.regione.puglia.it/web/istituzione-e-partecipazione/agenda1?p_p_id=RicercaEventi&p_p_lifecycle=0&p_p_state=normal&p_p_mode=view&_RicercaEventi_eventId=406&_RicercaEventi_mvcRenderCommandName=%2Fevents%2Fevent-detail [3] https://blogs.worldbank.org/opendata/what-do-we-know-about-gender-gaps-paid-family-leave [3] https://openknowledge.worldbank.org/handle/10986/36945?cid=pub_tt_wbpublications_en_ext [3] https://data.europa.eu/ [3] https://opendata.ellak.gr/2022/12/06/kikloforise-i-proti-ekthesi-tou-use-case-observatory-anichton-dedomenon-tou-data-europa-eu/ [2] https://www.flickr.com/photo.gne?short=2o5r23p [2] https://www.flickr.com/photo.gne?short=2o5tjyM Top URLs in Tweet in G3:
[13] https://codata.org/webinar-invitation-what-is-a-chemical-user-perspectives-on-digital-machine-readable-depictions/ [9] https://scholarlykitchen.sspnet.org/2022/12/13/guest-post-how-do-we-measure-success-for-open-science/ [7] https://theplosblog.plos.org/2022/12/open-science-indicators-first-dataset/ [5] https://www.openpharma.blog/ [5] https://plos.figshare.com/articles/dataset/PLOS_Open_Science_Indicators/21687686/1 [4] https://www.the-scientist.com/critic-at-large/opinion-the-promise-and-plight-of-open-data-70683 [4] https://eos.org/articles/spurring-ocean-research-with-open-data [4] https://data.scilifelab.se [3] https://zenodo.org/record/7358403 [3] https://www.youtube.com/watch?v=TeT-8NnB4zI&feature=youtu.be Top URLs in Tweet in G4:
[114] https://dime-worldbank.github.io/googletraffic/index.html [3] https://blogs.worldbank.org/opendata/beverage-prices-ease-supplies-increase-and-demand-softens [3] http://wrld.bg/VFZj50M0x3G [3] https://blogs.worldbank.org/es/opendata/en-la-decada-de-2020-empeora-la-tendencia-de-la-pobreza-mundial?cid=ECR_E_NewsletterWeekly_ES_EXT [2] https://blogs.worldbank.org/opendata/what-do-we-know-about-gender-gaps-paid-family-leave [2] https://blogs.worldbank.org/opendata/introducing-googletraffic-r-package-new-tool-measure-congestion-across-large-spatial-areas?cid=dec_tt_data_en_ext [2] https://blogs.worldbank.org/opendata/introducing-googletraffic-r-package-new-tool-measure-congestion-across-large-spatial-areas?cid=SHR_BlogSiteShare_EN_EXT [2] https://blogs.worldbank.org/es/opendata/bajan-los-precios-de-los-alimentos-pero-los-riesgos-siguen-elevados?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM163356?cid=SHR_BlogSiteShare_ES_EXT [2] https://blogs.worldbank.org/es/opendata/en-la-decada-de-2020-empeora-la-tendencia-de-la-pobreza-mundial?cid=ECR_E_NewsletterWeekly_ES_EXT&deliveryName=DM163356?cid=SHR_BlogSiteShare_ES_EXT [1] https://blogs.worldbank.org/opendata/civil-registrations-and-vital-statistics-its-not-just-important-its-matter-life-and-death?cid=SHR_BlogSiteShare_EN_EXT Top URLs in Tweet in G5:
[289] https://data-nifc.opendata.arcgis.com/ [19] https://sandanoumesan.com/archives/12392 [15] https://dwd.de/ [9] https://www.facebook.com/psrnsocial/videos/869829697478309 [6] https://opendata.pref.kagawa.lg.jp/dataset/365.html [2] https://maps.vbartlett.org/HolidayDecorationContest/ [2] https://opendata-bartlett.hub.arcgis.com/ [2] https://player.whooshkaa.com/episode?id=336955 [2] https://map.geo.fr.ch/?uniquelayer=https://geo.fr.ch/ags/rest/services/OpenData/Qualite_de_desserte_en_transport_public/MapServer/0&datatheme=%27%27 [2] https://opendata.pref.tokushima.lg.jp/dataset/321.html Top URLs in Tweet in G6:
[12] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3923 [3] https://ckan.org/blog/upcoming-authentication-changes-in-ckan-210?utm_source=twitter&utm_medium=post&utm_campaign=blogannouncements [2] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3906 [2] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3917 [1] http://datadryad.org/stash/dataset/doi:10.5061/dryad.j6q573nh3 [1] https://twitter.com/FolwellMegan/status/1602977119394373633 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3939 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3932 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3920 [1] https://onlinelibrary.wiley.com/doi/10.1002/ecy.3941 Top URLs in Tweet in G7:
[6] https://marcbosch.netlify.app/posts/new/20221211.html [4] https://www.data-is-plural.com/archive/2017-09-13-edition/ [3] https://revue-cossi.numerev.com/numeros/510-revue-11-preservation-de-la-memoire-du-web-en-temps-de-crise [3] https://blog.dsacademy.com.br/5-fontes-de-dados-disponiveis_publicamente/ [3] https://www.archimag.com/univers-data/2022/12/07/open-data-ministere-culture-lance-consultation [2] https://datos.gob.es/ [2] https://opendata.no/?edition_id=88ee3750-7614-11ed-a534-fa163eed9ef2 [2] https://www.data-is-plural.com/archive/2018-09-26-edition/ [2] https://www.data-is-plural.com/archive/2019-10-16-edition/ [2] https://www.data-is-plural.com/archive/2020-04-08-edition/ Top URLs in Tweet in G8:
[2] https://twitter.com/CyclisteBx/status/1601598861189042177 [1] https://opendata.bordeaux-metropole.fr/explore/dataset/radar_pedagogique_24h/information/ [1] https://opendata.bordeaux-metropole.fr/explore/dataset/st_arceau_p/table/?disjunctive.insee [1] https://data.bordeaux-metropole.fr/forum/viewtopic.php?f=5&t=3197 [1] https://opendata.bordeaux-metropole.fr/pages/accueil/ [1] https://www.data.gouv.fr/en/datasets/marque-detat-tourisme-handicap/ [1] https://twitter.com/TlsManu/status/1601681009040568322 Top URLs in Tweet in G9:
[22] https://psdcitywide.com/articles/guide-open-source-gis-software-for-the-public-sector/?utm_content=226142539&utm_medium=social&utm_source=linkedin&hss_channel=lcp-1744365 [4] https://www.theguardian.com/commentisfree/2022/dec/10/government-uk-ministers-gifts-mps-standards-chris-bryant [3] https://www.cityobservatory.birmingham.gov.uk/ [3] https://www.odgersberndtson.com/en-gb/opportunities#AssignDetail.aspx?guid=87751 [2] https://www.reuters.com/world/uk/uk-statistics-office-cancels-producer-price-data-release-2022-12-09/ [2] https://www.ons.gov.uk/economy/inflationandpriceindices/bulletins/producerpriceinflation/october2022 [2] https://www.ofwat.gov.uk/reviewing-water-companies-progress-on-open-data/ [2] https://www.owenboswarva.com/blog/note-lrr1.htm [2] https://rebrand.ly/3pttnfi [1] https://gizmodo.com/linux-google-maps-meta-aws-microsoft-tomtom-1849899375 Top URLs in Tweet in G10:
[8] https://opendata.schleswig-holstein.de/adventskalender/ [4] https://open.nrw/neue-open-data-features-auf-opennrw [3] https://open.nrw/ [2] https://www.heise.de/news/Google-Maps-Konkurrenz-Meta-AWS-Microsoft-und-TomTom-tun-sich-zusammen-7397049.html [2] https://eveeno.com/open-data-hackathon [2] https://wo-ist-weihnachtsmarkt.codeforleipzig.de/?id= [2] https://codefor.de/blog/out-in-the-open-november-2022/ [2] https://opendata.bonn.de/dataset/bio-stadt-einkaufsf%C3%BChrer [1] https://open.nrw/open-data/metadatenqualitaet [1] https://www.kommune21.de/meldung_40159_Befliegung+fürs+3D-Stadtmodell.html Top Domains
Top Word Pairs in Tweet in Entire Graph:
[463] open,data [289] acres,burned [289] burning,total [289] wildfires,burning [289] gt,currently [277] 2022,12 [242] prognoza,2022 [239] #pogoda,#polska [190] model,#icon [190] #icon,eu Top Word Pairs in Tweet in G1:
[218] open,data [144] data,maturity [140] maturity,report [87] année,consécutive [79] report,eu_opendata [79] 2e,année [79] consécutive,open [58] france,1ère [57] 1ère,place [57] consacre,france Top Word Pairs in Tweet in G2:
[127] #copernicus,#sentinel [112] full,size [111] 2022,#copernicus [102] #sentinel,full [98] dec,2022 [92] december,2022 [54] pierre_markuse,ðÿÿ [43] #sentinel,copernicus [43] protecting,future [43] future,#opendata Top Word Pairs in Tweet in G3:
[101] #opendata,#openscience [85] iochem,bd [68] #compchem,#opendata [54] open,science [53] #openscience,#opendata [46] #openscience,#opensource [37] registration,open [37] march,2023 [30] #openscience,#bigdata [29] worldfair,project Top Word Pairs in Tweet in G4:
[117] google,traffic [114] download,google [114] #rstats,package [114] traffic,data [114] promising,#rstats [114] package,download [114] googletraffic,promising [114] data,developed [113] developed,roba [113] urbandemog,googletraffic Top Word Pairs in Tweet in G5:
[289] gt,currently [289] wildfires,burning [289] burning,total [289] acres,burned [141] pm,gt [111] ãƒ,ム[81] total,570 [81] 07,acres [81] 570,07 [60] total,136 Top Word Pairs in Tweet in G6:
[25] costs,provide [25] switching,predator [25] synthesis,article [25] provide,mechanism [25] optimal,prey [25] concepts,synthesis [25] article,esaecology [25] foraging,costs [25] esaecology,esaecology [25] esaecology,optimal Top Word Pairs in Tweet in G7:
[33] inseefr,#insee [33] l',inseefr [33] #insee,#statistics [33] #opendata,#stats [33] statistiques,l' [33] #statistics,#opendata [26] datos,abiertos [15] #opendata,daily [15] daily,stories [15] support,lead Top Word Pairs in Tweet in G8:
[106] radars,pédagogiques [104] pédagogiques,par [104] certains,radars [104] bordeaux,publie [104] jour,#opendata [104] enregistrées,par [104] #opendata,vitesses [104] publie,chaque [104] vitesses,enregistrées [104] par,certains Top Word Pairs in Tweet in G9:
[25] public,sector [24] using,#population [24] #population,#opendata [22] guide,open [22] overview,consultant [22] open,source [22] broad,overview [22] gis,public [22] consultant,#gis [22] source,gis Top Word Pairs in Tweet in G10:
[17] open,data [15] #opendata,#adventskalender [12] die,neue [12] man,rechtssicher [12] umsetzt,klärt [12] klärt,die [12] #opendata,umsetzt [12] bedeutet,man [12] rechtssicher,#opendata [12] #verwaltung,bedeutet Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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